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Align Judge data with paper J1 and J2; remove J3

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Keep Apply unchanged; retain J1 full 300 and separate filtered 261; replace error detection with J2 strategy identification 80.

DATASET_VERSION_ZH.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # 论文数据版本与使用口径
2
+
3
+ 当前数据版本为 `paper-aligned-v1`。Judge 只包含论文定义的两个任务:
4
+
5
+ | 任务 | 数据文件(相对数据目录) | 数量 | 答案形式 |
6
+ |---|---|---:|---|
7
+ | Apply | `sensemath_v2_d2.json`、`sensemath_v2_d4.json`、`sensemath_v2_d8.json`、`sensemath_v2_d16.json` | 每个文件 400 组、1200 题;共 4800 题 | 原题答案 |
8
+ | J1:捷径适用性判断 | `judge_j1.json` | 300 题 | YES / NO |
9
+ | J2:策略识别 | `judge_j2.json` | 80 题 | SHORTCUT / COMPUTATION |
10
+ | J1 论文筛选子集 | `subsets/judge_j1_paper_filtered_261.json` | 261 题,为全量 J1 的子集 | YES / NO |
11
+
12
+ GitHub 数据目录是 `benchmark/`,HF 数据目录是 `data/`;目录内使用相同的文件名、任务定义和 `manifest.json`。题目、提示词、选项、答案与原来源一致,本次只统一版本和入口。
13
+
14
+ ## J1 两种口径不能混合
15
+
16
+ J1 默认采用 300 题全量版本。论文部分结果使用 261 题筛选集,两者单独报告;不能把 261 题结果写成 300 题成绩,也不能把子集再次加入总题量。筛选集的题目 ID 和内容均与全量中的对应记录相同。
17
+
18
+ 旧 GitHub 默认文件曾为 261 题,现保留在明确命名的 `subsets/` 路径。两者差异为 39 道 OE 题,原有题目没有重写。
19
+
20
+ ## J2 按论文定义
21
+
22
+ J2 给出题目及已有解法,判断该解法使用的是捷径还是逐步计算。80 题中有 54 个 SHORTCUT 标签和 26 个 COMPUTATION 标签。不能把其他任务的历史输出改名后作为这 80 题的结果。
23
+
24
+ Apply 与 Generate 仍属于论文整体评测设置。当前清单管理发布的 Apply 和 Judge 数据,不代表新增了 Generate 任务文件或模型结果。
25
+
26
+ ## 校验和运行
27
+
28
+ 在 GitHub 仓库根目录执行无模型调用的校验:
29
+
30
+ ```bash
31
+ python code/run_judge_tasks.py --step validate --task all
32
+ python code/run_judge_tasks.py --step validate --task j1 --j1-profile paper-filtered
33
+ ```
34
+
35
+ 默认 J1 为 300 题;复现筛选集结果时显式指定 `--j1-profile paper-filtered`。读取 HF 本地副本时可用 `--data-dir /path/to/hf/data`,该目录必须包含对应的清单文件。
36
+
37
+ 推理示例(这些命令会调用模型并产生费用,此次版本同步没有执行):
38
+
39
+ ```bash
40
+ python code/run_judge_tasks.py --step inference --task j1 --api --api-model gpt-4.1-mini
41
+ python code/run_judge_tasks.py --step inference --task j1 --j1-profile paper-filtered --api --api-model gpt-4.1-mini
42
+ python code/run_judge_tasks.py --step inference --task j2 --api --api-model gpt-4.1-mini
43
+ ```
44
+
45
+ 新输出放入 `results/paper-aligned-v1/`,J1 文件名区分 `full` 与 `paper-filtered`。每条结果记录任务名、数据哈希和预期题量;续跑会拒绝不同版本、子集、提示词或答案的记录。旧 `results/` 输出保持原状,不自动迁移或改写。
46
+
47
+ 分析时也应选择相同的 J1 profile。现有答案提取和评分规则未在本次重构;版本校验不等于评分器或所有策略标签已通过有效性验证。
48
+
49
+ ## 精确读取原始 JSON
50
+
51
+ 对大整数题,建议使用 Python 的 JSON 读取以保留整数精度,不要先把数值转换为浮点数:
52
+
53
+ ```python
54
+ import json
55
+ from pathlib import Path
56
+
57
+ data_dir = Path("benchmark") # HF 本地副本则为 data/
58
+ families = json.loads((data_dir / "sensemath_v2_d16.json").read_bytes())
59
+ ```
60
+
61
+ 文件哈希和任务数量见数据目录中的 `manifest.json`。本次同步不修改历史 Git 提交,也不把内部审计快照或试改题库作为额外数据发布。
README.md CHANGED
@@ -8,61 +8,105 @@ tags:
8
  - math
9
  - number-sense
10
  - benchmark
11
- - shortcuts
12
- - numerical-reasoning
13
  size_categories:
14
  - 1K<n<10K
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15
  ---
16
 
17
- # SenseMath: Evaluating Number Sense in Large Language Models
18
 
19
- **SenseMath** is a controlled benchmark for measuring whether LLMs can exploit number-sense shortcuts.
 
 
 
20
 
21
- ## Dataset Description
22
 
23
- - **1,600 item families** across 8 categories and 4 digit scales
24
- - **3 variants per family**: strong-shortcut, weak-shortcut, control
25
- - **4,800 total items**
26
- - **Categories**: Magnitude Estimation, Structural Shortcuts, Relative Distance, Cancellation, Compatible Numbers, Landmark Comparison, Equation Reasoning, Option Elimination
27
- - **Digit scales**: d=2, 4, 8, 16
 
 
 
 
28
 
29
- ## Files
 
 
 
30
 
31
- | File | Description |
32
- |------|-------------|
33
- | `data/sensemath_v2_d2.json` | 400 families, 2-digit operands |
34
- | `data/sensemath_v2_d4.json` | 400 families, 4-digit operands |
35
- | `data/sensemath_v2_d8.json` | 400 families, 8-digit operands |
36
- | `data/sensemath_v2_d16.json` | 400 families, 16-digit operands |
37
- | `data/judge_j1.json` | J1 task: shortcut recognition (251 items) |
38
- | `data/judge_j2.json` | J2 task: strategy identification (80 items) |
39
- | `data/judge_j3.json` | J3 task items |
40
 
41
  ## Usage
42
 
43
- ```python
44
- from datasets import load_dataset
45
- ds = load_dataset("DaydreamerMZM/SenseMath", split="train")
46
 
47
- # Or load directly
48
  import json
49
- with open("data/sensemath_v2_d4.json") as f:
50
- families = json.load(f)
 
 
 
51
  ```
52
 
 
 
 
 
 
 
 
 
 
 
 
 
53
  ## Citation
54
 
55
  ```bibtex
56
- @article{zhuang2025sensemath,
57
- title={SenseMath: Evaluating Number Sense in Large Language Models},
58
  author={Zhuang, Haomin and Wang, Xiangqi and Shen, Yili and Cheng, Ying and Zhang, Xiangliang},
59
- journal={arXiv preprint arXiv:XXXX.XXXXX},
60
- year={2025}
61
  }
62
  ```
63
 
64
- ## Links
65
-
66
- - **Paper**: [arXiv](https://arxiv.org/abs/XXXX.XXXXX)
67
- - **Code**: [GitHub](https://github.com/zhmzm/SenseMath)
68
- - **Project Page**: [zhmzm.github.io/SenseMath](https://zhmzm.github.io/SenseMath/)
 
8
  - math
9
  - number-sense
10
  - benchmark
 
 
11
  size_categories:
12
  - 1K<n<10K
13
+ configs:
14
+ - config_name: apply_d2
15
+ data_files:
16
+ - split: train
17
+ path: data/sensemath_v2_d2.json
18
+ - config_name: apply_d4
19
+ data_files:
20
+ - split: train
21
+ path: data/sensemath_v2_d4.json
22
+ - config_name: apply_d8
23
+ data_files:
24
+ - split: train
25
+ path: data/sensemath_v2_d8.json
26
+ - config_name: apply_d16
27
+ data_files:
28
+ - split: train
29
+ path: data/sensemath_v2_d16.json
30
+ - config_name: judge_j1
31
+ data_files:
32
+ - split: train
33
+ path: data/judge_j1.json
34
+ - config_name: judge_j1_paper_filtered_261
35
+ data_files:
36
+ - split: train
37
+ path: data/subsets/judge_j1_paper_filtered_261.json
38
+ - config_name: judge_j2
39
+ data_files:
40
+ - split: train
41
+ path: data/judge_j2.json
42
  ---
43
 
44
+ # SenseMath: Do LLMs Have Number Sense? Evaluating Shortcut Use, Judgment, and Generation
45
 
46
+ SenseMath contains 4,800 Apply items across eight number-sense categories and four
47
+ nominal digit-scale conditions, with strong, weak, and control variants. The
48
+ paper's Judge setting contains exactly J1 shortcut appropriateness and J2 strategy
49
+ identification. Current data version: `paper-aligned-v1`.
50
 
51
+ ## Files and Task Definitions
52
 
53
+ | File | Task | Records |
54
+ |------|------|--------:|
55
+ | `data/sensemath_v2_d2.json` | Apply, d2 | 400 families / 1,200 items |
56
+ | `data/sensemath_v2_d4.json` | Apply, d4 | 400 families / 1,200 items |
57
+ | `data/sensemath_v2_d8.json` | Apply, d8 | 400 families / 1,200 items |
58
+ | `data/sensemath_v2_d16.json` | Apply, d16 | 400 families / 1,200 items |
59
+ | `data/judge_j1.json` | J1: is a shortcut appropriate? YES / NO | 300 items |
60
+ | `data/judge_j2.json` | J2: classify a supplied solution as SHORTCUT / COMPUTATION | 80 items |
61
+ | `data/subsets/judge_j1_paper_filtered_261.json` | Separate J1 reporting subset | 261 of the 300 J1 items |
62
 
63
+ The full J1 and filtered J1 profiles are reported separately in the paper. Do not
64
+ pool their scores or add the subset to the total item count. J2 has 54 SHORTCUT
65
+ and 26 COMPUTATION labels. Task identity must be determined from the manifest and
66
+ `task_type`, not from a filename in an earlier revision.
67
 
68
+ `data/manifest.json` records task identities, counts, and SHA256 hashes. The GitHub
69
+ repository uses the same data filenames under `benchmark/` rather than `data/`.
70
+ Questions, options, prompts and reference labels are retained from their source
71
+ sets; this version alignment is not a new model evaluation or a semantic
72
+ revalidation of every strategy label.
 
 
 
 
73
 
74
  ## Usage
75
 
76
+ Read original JSON with Python to preserve large integer values exactly:
 
 
77
 
78
+ ```python
79
  import json
80
+ from pathlib import Path
81
+
82
+ families = json.loads(Path("data/sensemath_v2_d4.json").read_bytes())
83
+ j1 = json.loads(Path("data/judge_j1.json").read_bytes())
84
+ j2 = json.loads(Path("data/judge_j2.json").read_bytes())
85
  ```
86
 
87
+ The named configurations above separate the different schemas; do not combine
88
+ all JSON files into a single task. For exact arithmetic, original JSON integers
89
+ are authoritative rather than any floating-point conversion by downstream tools.
90
+
91
+ Use the GitHub Judge runner with `--step validate` to verify hashes and task types.
92
+ J1 defaults to the 300-item profile; select `--j1-profile paper-filtered` for the
93
+ 261-item subset. The runner accepts an HF checkout via `--data-dir /path/to/data`.
94
+
95
+ ## 中文说明
96
+
97
+ 本版本严格对应论文的 J1、J2:J1 判断捷径是否适用,J2 判断给定解法属于捷径还是逐步计算。J1 全量 300 题与论文筛选 261 题分别使用,不能混算。完整说明见 [数据版本与使用口径](DATASET_VERSION_ZH.md)。
98
+
99
  ## Citation
100
 
101
  ```bibtex
102
+ @article{zhuang2026sensemath,
103
+ title={SenseMath: Do LLMs Have Number Sense? Evaluating Shortcut Use, Judgment, and Generation},
104
  author={Zhuang, Haomin and Wang, Xiangqi and Shen, Yili and Cheng, Ying and Zhang, Xiangliang},
105
+ journal={arXiv preprint arXiv:2604.01988},
106
+ year={2026}
107
  }
108
  ```
109
 
110
+ - [Paper](https://arxiv.org/abs/2604.01988)
111
+ - [Code](https://github.com/zhmzm/SenseMath)
112
+ - [Project page](https://zhmzm.github.io/SenseMath/)
 
 
data/judge_j2.json CHANGED
The diff for this file is too large to render. See raw diff
 
data/judge_j3.json DELETED
@@ -1,1154 +0,0 @@
1
- [
2
- {
3
- "task_id": "J3_compatible_numbers_000642",
4
- "task_type": "J3_pairwise_efficiency",
5
- "category": "compatible_numbers",
6
- "problem": "Estimate 5082 × 1800.",
7
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 9147600",
8
- "solution_b": "NS approach (2 steps): Round to 5000×2000 for easy mental computation. → 9147600",
9
- "correct_answer": "B",
10
- "ns_steps": 2,
11
- "algo_steps": 4,
12
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 5082 × 1800.\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 9147600\n\nSolution B: NS approach (2 steps): Round to 5000×2000 for easy mental computation. → 9147600"
13
- },
14
- {
15
- "task_id": "J3_cancellation_identity_000568",
16
- "task_type": "J3_pairwise_efficiency",
17
- "category": "cancellation_identity",
18
- "problem": "Evaluate: 9227 + 8064 - 8063",
19
- "solution_a": "NS approach (2 steps): Near-cancellation: 8064 - 8063 = 1, so answer ≈ 9227 + 1. → 9228",
20
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 9228",
21
- "correct_answer": "A",
22
- "ns_steps": 2,
23
- "algo_steps": 3,
24
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 9227 + 8064 - 8063\n\nSolution A: NS approach (2 steps): Near-cancellation: 8064 - 8063 = 1, so answer ≈ 9227 + 1. → 9228\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 9228"
25
- },
26
- {
27
- "task_id": "J3_equation_reasoning_000709",
28
- "task_type": "J3_pairwise_efficiency",
29
- "category": "equation_reasoning",
30
- "problem": "What value fills the blank? 3459 × 5559 × 2959 = ___ × 2959 × 3459",
31
- "solution_a": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 5559",
32
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 5559",
33
- "correct_answer": "A",
34
- "ns_steps": 1,
35
- "algo_steps": 3,
36
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 3459 × 5559 × 2959 = ___ × 2959 × 3459\n\nSolution A: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 5559\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 5559"
37
- },
38
- {
39
- "task_id": "J3_option_elimination_000798",
40
- "task_type": "J3_pairwise_efficiency",
41
- "category": "option_elimination",
42
- "problem": "What is 1760 × 7480?",
43
- "solution_a": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 13164800",
44
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 13164800",
45
- "correct_answer": "A",
46
- "ns_steps": 2,
47
- "algo_steps": 4,
48
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 1760 × 7480?\n\nSolution A: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 13164800\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 13164800"
49
- },
50
- {
51
- "task_id": "J3_magnitude_estimation_000415",
52
- "task_type": "J3_pairwise_efficiency",
53
- "category": "magnitude_estimation",
54
- "problem": "Which of the following is the best estimate for 9900 * 9900?",
55
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 98010000",
56
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 98010000",
57
- "correct_answer": "B",
58
- "ns_steps": 2,
59
- "algo_steps": 4,
60
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 9900 * 9900?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 98010000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 98010000"
61
- },
62
- {
63
- "task_id": "J3_relative_distance_000547",
64
- "task_type": "J3_pairwise_efficiency",
65
- "category": "relative_distance",
66
- "problem": "Which is larger: 1518/3038 or 3432/6744?",
67
- "solution_a": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 3432/6744",
68
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 3432/6744",
69
- "correct_answer": "A",
70
- "ns_steps": 2,
71
- "algo_steps": 3,
72
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 1518/3038 or 3432/6744?\n\nSolution A: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 3432/6744\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 3432/6744"
73
- },
74
- {
75
- "task_id": "J3_cancellation_identity_000579",
76
- "task_type": "J3_pairwise_efficiency",
77
- "category": "cancellation_identity",
78
- "problem": "Evaluate: 1817 + 5124 - 5125",
79
- "solution_a": "NS approach (2 steps): Near-cancellation: 5124 - 5125 = -1, so answer ≈ 1817 + -1. → 1816",
80
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 1816",
81
- "correct_answer": "A",
82
- "ns_steps": 2,
83
- "algo_steps": 3,
84
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 1817 + 5124 - 5125\n\nSolution A: NS approach (2 steps): Near-cancellation: 5124 - 5125 = -1, so answer ≈ 1817 + -1. → 1816\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 1816"
85
- },
86
- {
87
- "task_id": "J3_compatible_numbers_000648",
88
- "task_type": "J3_pairwise_efficiency",
89
- "category": "compatible_numbers",
90
- "problem": "Estimate 2520 × 3623.",
91
- "solution_a": "NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 9129960",
92
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 9129960",
93
- "correct_answer": "A",
94
- "ns_steps": 2,
95
- "algo_steps": 4,
96
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 2520 × 3623.\n\nSolution A: NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 9129960\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 9129960"
97
- },
98
- {
99
- "task_id": "J3_option_elimination_000788",
100
- "task_type": "J3_pairwise_efficiency",
101
- "category": "option_elimination",
102
- "problem": "What is 2243 × 8255?",
103
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 18515965",
104
- "solution_b": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 18515965",
105
- "correct_answer": "B",
106
- "ns_steps": 2,
107
- "algo_steps": 4,
108
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 2243 × 8255?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 18515965\n\nSolution B: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 18515965"
109
- },
110
- {
111
- "task_id": "J3_cancellation_identity_000559",
112
- "task_type": "J3_pairwise_efficiency",
113
- "category": "cancellation_identity",
114
- "problem": "Evaluate: 5670 + 1297 - 1299",
115
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 5668",
116
- "solution_b": "NS approach (2 steps): Near-cancellation: 1297 - 1299 = -2, so answer ≈ 5670 + -2. → 5668",
117
- "correct_answer": "B",
118
- "ns_steps": 2,
119
- "algo_steps": 3,
120
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 5670 + 1297 - 1299\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 5668\n\nSolution B: NS approach (2 steps): Near-cancellation: 1297 - 1299 = -2, so answer ≈ 5670 + -2. → 5668"
121
- },
122
- {
123
- "task_id": "J3_landmark_comparison_000664",
124
- "task_type": "J3_pairwise_efficiency",
125
- "category": "landmark_comparison",
126
- "problem": "Is 24% of 44600 greater than 13866?",
127
- "solution_a": "NS approach (2 steps): Use 25% as landmark: 25% of 44600 = 11150. → No",
128
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → No",
129
- "correct_answer": "A",
130
- "ns_steps": 2,
131
- "algo_steps": 3,
132
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 24% of 44600 greater than 13866?\n\nSolution A: NS approach (2 steps): Use 25% as landmark: 25% of 44600 = 11150. → No\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → No"
133
- },
134
- {
135
- "task_id": "J3_structural_shortcuts_000484",
136
- "task_type": "J3_pairwise_efficiency",
137
- "category": "structural_shortcuts",
138
- "problem": "What is 10001 * 4007?",
139
- "solution_a": "NS approach (3 steps): Use (10000+1)*m = 10000*m + 1*m. → 40074007",
140
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 40074007",
141
- "correct_answer": "A",
142
- "ns_steps": 3,
143
- "algo_steps": 4,
144
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 10001 * 4007?\n\nSolution A: NS approach (3 steps): Use (10000+1)*m = 10000*m + 1*m. → 40074007\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 40074007"
145
- },
146
- {
147
- "task_id": "J3_compatible_numbers_000606",
148
- "task_type": "J3_pairwise_efficiency",
149
- "category": "compatible_numbers",
150
- "problem": "Estimate 5081 × 2047.",
151
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 10400807",
152
- "solution_b": "NS approach (2 steps): Round to 5000×2000 for easy mental computation. → 10400807",
153
- "correct_answer": "B",
154
- "ns_steps": 2,
155
- "algo_steps": 4,
156
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 5081 × 2047.\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 10400807\n\nSolution B: NS approach (2 steps): Round to 5000×2000 for easy mental computation. → 10400807"
157
- },
158
- {
159
- "task_id": "J3_structural_shortcuts_000454",
160
- "task_type": "J3_pairwise_efficiency",
161
- "category": "structural_shortcuts",
162
- "problem": "What is 9998 * 5588?",
163
- "solution_a": "NS approach (3 steps): Use (10000-2)*m = 10000*m - 2*m. → 55868824",
164
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 55868824",
165
- "correct_answer": "A",
166
- "ns_steps": 3,
167
- "algo_steps": 4,
168
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9998 * 5588?\n\nSolution A: NS approach (3 steps): Use (10000-2)*m = 10000*m - 2*m. → 55868824\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 55868824"
169
- },
170
- {
171
- "task_id": "J3_equation_reasoning_000729",
172
- "task_type": "J3_pairwise_efficiency",
173
- "category": "equation_reasoning",
174
- "problem": "What value fills the blank? 9604 + 3781 = ___ + 3591",
175
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 9794",
176
- "solution_b": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 9794",
177
- "correct_answer": "B",
178
- "ns_steps": 1,
179
- "algo_steps": 3,
180
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 9604 + 3781 = ___ + 3591\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 9794\n\nSolution B: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 9794"
181
- },
182
- {
183
- "task_id": "J3_cancellation_identity_000576",
184
- "task_type": "J3_pairwise_efficiency",
185
- "category": "cancellation_identity",
186
- "problem": "Evaluate: 5487 + 9932 - 9930",
187
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 5489",
188
- "solution_b": "NS approach (2 steps): Near-cancellation: 9932 - 9930 = 2, so answer ≈ 5487 + 2. → 5489",
189
- "correct_answer": "B",
190
- "ns_steps": 2,
191
- "algo_steps": 3,
192
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 5487 + 9932 - 9930\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 5489\n\nSolution B: NS approach (2 steps): Near-cancellation: 9932 - 9930 = 2, so answer ≈ 5487 + 2. → 5489"
193
- },
194
- {
195
- "task_id": "J3_structural_shortcuts_000471",
196
- "task_type": "J3_pairwise_efficiency",
197
- "category": "structural_shortcuts",
198
- "problem": "What is 9998 * 7041?",
199
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 70395918",
200
- "solution_b": "NS approach (3 steps): Use (10000-2)*m = 10000*m - 2*m. → 70395918",
201
- "correct_answer": "B",
202
- "ns_steps": 3,
203
- "algo_steps": 4,
204
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9998 * 7041?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 70395918\n\nSolution B: NS approach (3 steps): Use (10000-2)*m = 10000*m - 2*m. → 70395918"
205
- },
206
- {
207
- "task_id": "J3_equation_reasoning_000713",
208
- "task_type": "J3_pairwise_efficiency",
209
- "category": "equation_reasoning",
210
- "problem": "What value fills the blank? 5328 × (9719 + 5079) = 5328 × ___ + 5328 × 5079",
211
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 9719",
212
- "solution_b": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 9719",
213
- "correct_answer": "B",
214
- "ns_steps": 1,
215
- "algo_steps": 3,
216
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 5328 × (9719 + 5079) = 5328 × ___ + 5328 × 5079\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 9719\n\nSolution B: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 9719"
217
- },
218
- {
219
- "task_id": "J3_landmark_comparison_000654",
220
- "task_type": "J3_pairwise_efficiency",
221
- "category": "landmark_comparison",
222
- "problem": "Is 10% of 95860 greater than 25675?",
223
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → No",
224
- "solution_b": "NS approach (2 steps): Use 10% as landmark: 10% of 95860 = 9586. → No",
225
- "correct_answer": "B",
226
- "ns_steps": 2,
227
- "algo_steps": 3,
228
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 10% of 95860 greater than 25675?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → No\n\nSolution B: NS approach (2 steps): Use 10% as landmark: 10% of 95860 = 9586. → No"
229
- },
230
- {
231
- "task_id": "J3_structural_shortcuts_000491",
232
- "task_type": "J3_pairwise_efficiency",
233
- "category": "structural_shortcuts",
234
- "problem": "What is 9999 * 8827?",
235
- "solution_a": "NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 88261173",
236
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 88261173",
237
- "correct_answer": "A",
238
- "ns_steps": 3,
239
- "algo_steps": 4,
240
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9999 * 8827?\n\nSolution A: NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 88261173\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 88261173"
241
- },
242
- {
243
- "task_id": "J3_magnitude_estimation_000440",
244
- "task_type": "J3_pairwise_efficiency",
245
- "category": "magnitude_estimation",
246
- "problem": "Which of the following is the best estimate for 9900 * 9900?",
247
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 98010000",
248
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 98010000",
249
- "correct_answer": "B",
250
- "ns_steps": 2,
251
- "algo_steps": 4,
252
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 9900 * 9900?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 98010000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 98010000"
253
- },
254
- {
255
- "task_id": "J3_compatible_numbers_000628",
256
- "task_type": "J3_pairwise_efficiency",
257
- "category": "compatible_numbers",
258
- "problem": "Estimate 1248 × 7302.",
259
- "solution_a": "NS approach (2 steps): Round to 1250×8000 for easy mental computation. → 9112896",
260
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 9112896",
261
- "correct_answer": "A",
262
- "ns_steps": 2,
263
- "algo_steps": 4,
264
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 1248 × 7302.\n\nSolution A: NS approach (2 steps): Round to 1250×8000 for easy mental computation. → 9112896\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 9112896"
265
- },
266
- {
267
- "task_id": "J3_structural_shortcuts_000485",
268
- "task_type": "J3_pairwise_efficiency",
269
- "category": "structural_shortcuts",
270
- "problem": "What is 9999 * 9992?",
271
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 99910008",
272
- "solution_b": "NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 99910008",
273
- "correct_answer": "B",
274
- "ns_steps": 3,
275
- "algo_steps": 4,
276
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9999 * 9992?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 99910008\n\nSolution B: NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 99910008"
277
- },
278
- {
279
- "task_id": "J3_structural_shortcuts_000477",
280
- "task_type": "J3_pairwise_efficiency",
281
- "category": "structural_shortcuts",
282
- "problem": "What is 9999 * 3736?",
283
- "solution_a": "NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 37356264",
284
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 37356264",
285
- "correct_answer": "A",
286
- "ns_steps": 3,
287
- "algo_steps": 4,
288
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9999 * 3736?\n\nSolution A: NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 37356264\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 37356264"
289
- },
290
- {
291
- "task_id": "J3_option_elimination_000778",
292
- "task_type": "J3_pairwise_efficiency",
293
- "category": "option_elimination",
294
- "problem": "What is 1220 × 5134?",
295
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 6263480",
296
- "solution_b": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 6263480",
297
- "correct_answer": "B",
298
- "ns_steps": 2,
299
- "algo_steps": 4,
300
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 1220 × 5134?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 6263480\n\nSolution B: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 6263480"
301
- },
302
- {
303
- "task_id": "J3_compatible_numbers_000638",
304
- "task_type": "J3_pairwise_efficiency",
305
- "category": "compatible_numbers",
306
- "problem": "Estimate 2548 × 3929.",
307
- "solution_a": "NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 10011092",
308
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 10011092",
309
- "correct_answer": "A",
310
- "ns_steps": 2,
311
- "algo_steps": 4,
312
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 2548 × 3929.\n\nSolution A: NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 10011092\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 10011092"
313
- },
314
- {
315
- "task_id": "J3_relative_distance_000515",
316
- "task_type": "J3_pairwise_efficiency",
317
- "category": "relative_distance",
318
- "problem": "Which is larger: 4405/8858 or 4666/9156?",
319
- "solution_a": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 4666/9156",
320
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 4666/9156",
321
- "correct_answer": "A",
322
- "ns_steps": 2,
323
- "algo_steps": 3,
324
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 4405/8858 or 4666/9156?\n\nSolution A: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 4666/9156\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 4666/9156"
325
- },
326
- {
327
- "task_id": "J3_landmark_comparison_000680",
328
- "task_type": "J3_pairwise_efficiency",
329
- "category": "landmark_comparison",
330
- "problem": "Is 23% of 72010 greater than 15760?",
331
- "solution_a": "NS approach (2 steps): Use 25% as landmark: 25% of 72010 = 18002. → Yes",
332
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → Yes",
333
- "correct_answer": "A",
334
- "ns_steps": 2,
335
- "algo_steps": 3,
336
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 23% of 72010 greater than 15760?\n\nSolution A: NS approach (2 steps): Use 25% as landmark: 25% of 72010 = 18002. → Yes\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → Yes"
337
- },
338
- {
339
- "task_id": "J3_landmark_comparison_000688",
340
- "task_type": "J3_pairwise_efficiency",
341
- "category": "landmark_comparison",
342
- "problem": "Is 27% of 63860 greater than 30514?",
343
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → No",
344
- "solution_b": "NS approach (2 steps): Use 25% as landmark: 25% of 63860 = 15965. → No",
345
- "correct_answer": "B",
346
- "ns_steps": 2,
347
- "algo_steps": 3,
348
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 27% of 63860 greater than 30514?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → No\n\nSolution B: NS approach (2 steps): Use 25% as landmark: 25% of 63860 = 15965. → No"
349
- },
350
- {
351
- "task_id": "J3_equation_reasoning_000748",
352
- "task_type": "J3_pairwise_efficiency",
353
- "category": "equation_reasoning",
354
- "problem": "What value fills the blank? 3807 + 1362 + ___ = 1362 + 8347 + 3807",
355
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 8347",
356
- "solution_b": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 8347",
357
- "correct_answer": "B",
358
- "ns_steps": 1,
359
- "algo_steps": 3,
360
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 3807 + 1362 + ___ = 1362 + 8347 + 3807\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 8347\n\nSolution B: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 8347"
361
- },
362
- {
363
- "task_id": "J3_cancellation_identity_000556",
364
- "task_type": "J3_pairwise_efficiency",
365
- "category": "cancellation_identity",
366
- "problem": "Evaluate: 6861 + 5024 - 5026",
367
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 6859",
368
- "solution_b": "NS approach (2 steps): Near-cancellation: 5024 - 5026 = -2, so answer ≈ 6861 + -2. → 6859",
369
- "correct_answer": "B",
370
- "ns_steps": 2,
371
- "algo_steps": 3,
372
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 6861 + 5024 - 5026\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 6859\n\nSolution B: NS approach (2 steps): Near-cancellation: 5024 - 5026 = -2, so answer ≈ 6861 + -2. → 6859"
373
- },
374
- {
375
- "task_id": "J3_relative_distance_000504",
376
- "task_type": "J3_pairwise_efficiency",
377
- "category": "relative_distance",
378
- "problem": "Which is larger: 570/1150 or 4951/9819?",
379
- "solution_a": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 4951/9819",
380
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 4951/9819",
381
- "correct_answer": "A",
382
- "ns_steps": 2,
383
- "algo_steps": 3,
384
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 570/1150 or 4951/9819?\n\nSolution A: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 4951/9819\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 4951/9819"
385
- },
386
- {
387
- "task_id": "J3_compatible_numbers_000609",
388
- "task_type": "J3_pairwise_efficiency",
389
- "category": "compatible_numbers",
390
- "problem": "Estimate 5009 × 1968.",
391
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 9857712",
392
- "solution_b": "NS approach (2 steps): Round to 5000×2000 for easy mental computation. → 9857712",
393
- "correct_answer": "B",
394
- "ns_steps": 2,
395
- "algo_steps": 4,
396
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 5009 × 1968.\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 9857712\n\nSolution B: NS approach (2 steps): Round to 5000×2000 for easy mental computation. → 9857712"
397
- },
398
- {
399
- "task_id": "J3_compatible_numbers_000646",
400
- "task_type": "J3_pairwise_efficiency",
401
- "category": "compatible_numbers",
402
- "problem": "Estimate 2473 × 4227.",
403
- "solution_a": "NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 10453371",
404
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 10453371",
405
- "correct_answer": "A",
406
- "ns_steps": 2,
407
- "algo_steps": 4,
408
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 2473 × 4227.\n\nSolution A: NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 10453371\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 10453371"
409
- },
410
- {
411
- "task_id": "J3_relative_distance_000524",
412
- "task_type": "J3_pairwise_efficiency",
413
- "category": "relative_distance",
414
- "problem": "Which is larger: 1837/3735 or 2765/5491?",
415
- "solution_a": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 2765/5491",
416
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 2765/5491",
417
- "correct_answer": "A",
418
- "ns_steps": 2,
419
- "algo_steps": 3,
420
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 1837/3735 or 2765/5491?\n\nSolution A: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 2765/5491\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 2765/5491"
421
- },
422
- {
423
- "task_id": "J3_cancellation_identity_000595",
424
- "task_type": "J3_pairwise_efficiency",
425
- "category": "cancellation_identity",
426
- "problem": "Evaluate: 2576 + 4339 - 4341",
427
- "solution_a": "NS approach (2 steps): Near-cancellation: 4339 - 4341 = -2, so answer ≈ 2576 + -2. → 2574",
428
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 2574",
429
- "correct_answer": "A",
430
- "ns_steps": 2,
431
- "algo_steps": 3,
432
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 2576 + 4339 - 4341\n\nSolution A: NS approach (2 steps): Near-cancellation: 4339 - 4341 = -2, so answer ≈ 2576 + -2. → 2574\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 2574"
433
- },
434
- {
435
- "task_id": "J3_structural_shortcuts_000492",
436
- "task_type": "J3_pairwise_efficiency",
437
- "category": "structural_shortcuts",
438
- "problem": "What is 9998 * 2912?",
439
- "solution_a": "NS approach (3 steps): Use (10000-2)*m = 10000*m - 2*m. → 29114176",
440
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 29114176",
441
- "correct_answer": "A",
442
- "ns_steps": 3,
443
- "algo_steps": 4,
444
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9998 * 2912?\n\nSolution A: NS approach (3 steps): Use (10000-2)*m = 10000*m - 2*m. → 29114176\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 29114176"
445
- },
446
- {
447
- "task_id": "J3_option_elimination_000753",
448
- "task_type": "J3_pairwise_efficiency",
449
- "category": "option_elimination",
450
- "problem": "What is 6918 × 8652?",
451
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 59854536",
452
- "solution_b": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 59854536",
453
- "correct_answer": "B",
454
- "ns_steps": 2,
455
- "algo_steps": 4,
456
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 6918 × 8652?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 59854536\n\nSolution B: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 59854536"
457
- },
458
- {
459
- "task_id": "J3_magnitude_estimation_000441",
460
- "task_type": "J3_pairwise_efficiency",
461
- "category": "magnitude_estimation",
462
- "problem": "Which of the following is the best estimate for 9800 * 10200?",
463
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 99960000",
464
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 99960000",
465
- "correct_answer": "B",
466
- "ns_steps": 2,
467
- "algo_steps": 4,
468
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 9800 * 10200?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 99960000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 99960000"
469
- },
470
- {
471
- "task_id": "J3_magnitude_estimation_000422",
472
- "task_type": "J3_pairwise_efficiency",
473
- "category": "magnitude_estimation",
474
- "problem": "Which of the following is the best estimate for 9800 * 10200?",
475
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 99960000",
476
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 99960000",
477
- "correct_answer": "B",
478
- "ns_steps": 2,
479
- "algo_steps": 4,
480
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 9800 * 10200?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 99960000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 99960000"
481
- },
482
- {
483
- "task_id": "J3_cancellation_identity_000573",
484
- "task_type": "J3_pairwise_efficiency",
485
- "category": "cancellation_identity",
486
- "problem": "Evaluate: 9000 + 5060 - 5058",
487
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 9002",
488
- "solution_b": "NS approach (2 steps): Near-cancellation: 5060 - 5058 = 2, so answer ≈ 9000 + 2. → 9002",
489
- "correct_answer": "B",
490
- "ns_steps": 2,
491
- "algo_steps": 3,
492
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 9000 + 5060 - 5058\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 9002\n\nSolution B: NS approach (2 steps): Near-cancellation: 5060 - 5058 = 2, so answer ≈ 9000 + 2. → 9002"
493
- },
494
- {
495
- "task_id": "J3_structural_shortcuts_000457",
496
- "task_type": "J3_pairwise_efficiency",
497
- "category": "structural_shortcuts",
498
- "problem": "What is 9999 * 2376?",
499
- "solution_a": "NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 23757624",
500
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 23757624",
501
- "correct_answer": "A",
502
- "ns_steps": 3,
503
- "algo_steps": 4,
504
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9999 * 2376?\n\nSolution A: NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 23757624\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 23757624"
505
- },
506
- {
507
- "task_id": "J3_magnitude_estimation_000423",
508
- "task_type": "J3_pairwise_efficiency",
509
- "category": "magnitude_estimation",
510
- "problem": "Which of the following is the best estimate for 10100 * 9800?",
511
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 98980000",
512
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 98980000",
513
- "correct_answer": "B",
514
- "ns_steps": 2,
515
- "algo_steps": 4,
516
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 10100 * 9800?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 98980000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 98980000"
517
- },
518
- {
519
- "task_id": "J3_structural_shortcuts_000451",
520
- "task_type": "J3_pairwise_efficiency",
521
- "category": "structural_shortcuts",
522
- "problem": "What is 10001 * 5029?",
523
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 50295029",
524
- "solution_b": "NS approach (3 steps): Use (10000+1)*m = 10000*m + 1*m. → 50295029",
525
- "correct_answer": "B",
526
- "ns_steps": 3,
527
- "algo_steps": 4,
528
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 10001 * 5029?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 50295029\n\nSolution B: NS approach (3 steps): Use (10000+1)*m = 10000*m + 1*m. → 50295029"
529
- },
530
- {
531
- "task_id": "J3_option_elimination_000780",
532
- "task_type": "J3_pairwise_efficiency",
533
- "category": "option_elimination",
534
- "problem": "What is 8020 × 2628?",
535
- "solution_a": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 21076560",
536
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 21076560",
537
- "correct_answer": "A",
538
- "ns_steps": 2,
539
- "algo_steps": 4,
540
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 8020 × 2628?\n\nSolution A: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 21076560\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 21076560"
541
- },
542
- {
543
- "task_id": "J3_magnitude_estimation_000430",
544
- "task_type": "J3_pairwise_efficiency",
545
- "category": "magnitude_estimation",
546
- "problem": "Which of the following is the best estimate for 10100 * 9900?",
547
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 99990000",
548
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 99990000",
549
- "correct_answer": "B",
550
- "ns_steps": 2,
551
- "algo_steps": 4,
552
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 10100 * 9900?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 99990000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 99990000"
553
- },
554
- {
555
- "task_id": "J3_equation_reasoning_000721",
556
- "task_type": "J3_pairwise_efficiency",
557
- "category": "equation_reasoning",
558
- "problem": "What value fills the blank? 6468 × (2099 + 2237) = 6468 × ___ + 6468 × 2237",
559
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 2099",
560
- "solution_b": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 2099",
561
- "correct_answer": "B",
562
- "ns_steps": 1,
563
- "algo_steps": 3,
564
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 6468 × (2099 + 2237) = 6468 × ___ + 6468 × 2237\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 2099\n\nSolution B: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 2099"
565
- },
566
- {
567
- "task_id": "J3_cancellation_identity_000578",
568
- "task_type": "J3_pairwise_efficiency",
569
- "category": "cancellation_identity",
570
- "problem": "Evaluate: 5722 + 2063 - 2062",
571
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 5723",
572
- "solution_b": "NS approach (2 steps): Near-cancellation: 2063 - 2062 = 1, so answer ≈ 5722 + 1. → 5723",
573
- "correct_answer": "B",
574
- "ns_steps": 2,
575
- "algo_steps": 3,
576
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 5722 + 2063 - 2062\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 5723\n\nSolution B: NS approach (2 steps): Near-cancellation: 2063 - 2062 = 1, so answer ≈ 5722 + 1. → 5723"
577
- },
578
- {
579
- "task_id": "J3_compatible_numbers_000616",
580
- "task_type": "J3_pairwise_efficiency",
581
- "category": "compatible_numbers",
582
- "problem": "Estimate 1233 × 7868.",
583
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 9701244",
584
- "solution_b": "NS approach (2 steps): Round to 1250×8000 for easy mental computation. → 9701244",
585
- "correct_answer": "B",
586
- "ns_steps": 2,
587
- "algo_steps": 4,
588
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 1233 × 7868.\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 9701244\n\nSolution B: NS approach (2 steps): Round to 1250×8000 for easy mental computation. → 9701244"
589
- },
590
- {
591
- "task_id": "J3_relative_distance_000512",
592
- "task_type": "J3_pairwise_efficiency",
593
- "category": "relative_distance",
594
- "problem": "Which is larger: 1039/2080 or 3210/6396?",
595
- "solution_a": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 3210/6396",
596
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 3210/6396",
597
- "correct_answer": "A",
598
- "ns_steps": 2,
599
- "algo_steps": 3,
600
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 1039/2080 or 3210/6396?\n\nSolution A: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 3210/6396\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 3210/6396"
601
- },
602
- {
603
- "task_id": "J3_landmark_comparison_000652",
604
- "task_type": "J3_pairwise_efficiency",
605
- "category": "landmark_comparison",
606
- "problem": "Is 9% of 48380 greater than 22179?",
607
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → No",
608
- "solution_b": "NS approach (2 steps): Use 10% as landmark: 10% of 48380 = 4838. → No",
609
- "correct_answer": "B",
610
- "ns_steps": 2,
611
- "algo_steps": 3,
612
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 9% of 48380 greater than 22179?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → No\n\nSolution B: NS approach (2 steps): Use 10% as landmark: 10% of 48380 = 4838. → No"
613
- },
614
- {
615
- "task_id": "J3_cancellation_identity_000588",
616
- "task_type": "J3_pairwise_efficiency",
617
- "category": "cancellation_identity",
618
- "problem": "Evaluate: 9092 + 3990 - 3991",
619
- "solution_a": "NS approach (2 steps): Near-cancellation: 3990 - 3991 = -1, so answer ≈ 9092 + -1. → 9091",
620
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 9091",
621
- "correct_answer": "A",
622
- "ns_steps": 2,
623
- "algo_steps": 3,
624
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 9092 + 3990 - 3991\n\nSolution A: NS approach (2 steps): Near-cancellation: 3990 - 3991 = -1, so answer ≈ 9092 + -1. → 9091\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 9091"
625
- },
626
- {
627
- "task_id": "J3_equation_reasoning_000727",
628
- "task_type": "J3_pairwise_efficiency",
629
- "category": "equation_reasoning",
630
- "problem": "What value fills the blank? 3305 + 5079 + ___ = 5079 + 3905 + 3305",
631
- "solution_a": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 3905",
632
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 3905",
633
- "correct_answer": "A",
634
- "ns_steps": 1,
635
- "algo_steps": 3,
636
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 3305 + 5079 + ___ = 5079 + 3905 + 3305\n\nSolution A: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 3905\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 3905"
637
- },
638
- {
639
- "task_id": "J3_equation_reasoning_000704",
640
- "task_type": "J3_pairwise_efficiency",
641
- "category": "equation_reasoning",
642
- "problem": "What value fills the blank? 9515 + 8703 = ___ + 7313",
643
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 10905",
644
- "solution_b": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 10905",
645
- "correct_answer": "B",
646
- "ns_steps": 1,
647
- "algo_steps": 3,
648
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 9515 + 8703 = ___ + 7313\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 10905\n\nSolution B: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 10905"
649
- },
650
- {
651
- "task_id": "J3_option_elimination_000800",
652
- "task_type": "J3_pairwise_efficiency",
653
- "category": "option_elimination",
654
- "problem": "What is 6809 × 9143?",
655
- "solution_a": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 62254687",
656
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 62254687",
657
- "correct_answer": "A",
658
- "ns_steps": 2,
659
- "algo_steps": 4,
660
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 6809 × 9143?\n\nSolution A: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 62254687\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 62254687"
661
- },
662
- {
663
- "task_id": "J3_magnitude_estimation_000420",
664
- "task_type": "J3_pairwise_efficiency",
665
- "category": "magnitude_estimation",
666
- "problem": "Which of the following is the best estimate for 10200 * 9800?",
667
- "solution_a": "NS approach (2 steps): Round both to 10000 and multiply. → 99960000",
668
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 99960000",
669
- "correct_answer": "A",
670
- "ns_steps": 2,
671
- "algo_steps": 4,
672
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 10200 * 9800?\n\nSolution A: NS approach (2 steps): Round both to 10000 and multiply. → 99960000\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 99960000"
673
- },
674
- {
675
- "task_id": "J3_relative_distance_000509",
676
- "task_type": "J3_pairwise_efficiency",
677
- "category": "relative_distance",
678
- "problem": "Which is larger: 2166/4399 or 1489/2922?",
679
- "solution_a": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 1489/2922",
680
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 1489/2922",
681
- "correct_answer": "A",
682
- "ns_steps": 2,
683
- "algo_steps": 3,
684
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 2166/4399 or 1489/2922?\n\nSolution A: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 1489/2922\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 1489/2922"
685
- },
686
- {
687
- "task_id": "J3_magnitude_estimation_000407",
688
- "task_type": "J3_pairwise_efficiency",
689
- "category": "magnitude_estimation",
690
- "problem": "Which of the following is the best estimate for 9900 * 10100?",
691
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 99990000",
692
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 99990000",
693
- "correct_answer": "B",
694
- "ns_steps": 2,
695
- "algo_steps": 4,
696
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 9900 * 10100?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 99990000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 99990000"
697
- },
698
- {
699
- "task_id": "J3_compatible_numbers_000605",
700
- "task_type": "J3_pairwise_efficiency",
701
- "category": "compatible_numbers",
702
- "problem": "Estimate 1274 × 8785.",
703
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 11192090",
704
- "solution_b": "NS approach (2 steps): Round to 1250×8000 for easy mental computation. → 11192090",
705
- "correct_answer": "B",
706
- "ns_steps": 2,
707
- "algo_steps": 4,
708
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 1274 × 8785.\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 11192090\n\nSolution B: NS approach (2 steps): Round to 1250×8000 for easy mental computation. → 11192090"
709
- },
710
- {
711
- "task_id": "J3_relative_distance_000543",
712
- "task_type": "J3_pairwise_efficiency",
713
- "category": "relative_distance",
714
- "problem": "Which is larger: 1162/2369 or 1679/3322?",
715
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 1679/3322",
716
- "solution_b": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 1679/3322",
717
- "correct_answer": "B",
718
- "ns_steps": 2,
719
- "algo_steps": 3,
720
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 1162/2369 or 1679/3322?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 1679/3322\n\nSolution B: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 1679/3322"
721
- },
722
- {
723
- "task_id": "J3_relative_distance_000527",
724
- "task_type": "J3_pairwise_efficiency",
725
- "category": "relative_distance",
726
- "problem": "Which is larger: 1753/3550 or 4210/8308?",
727
- "solution_a": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 4210/8308",
728
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 4210/8308",
729
- "correct_answer": "A",
730
- "ns_steps": 2,
731
- "algo_steps": 3,
732
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 1753/3550 or 4210/8308?\n\nSolution A: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 4210/8308\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 4210/8308"
733
- },
734
- {
735
- "task_id": "J3_equation_reasoning_000726",
736
- "task_type": "J3_pairwise_efficiency",
737
- "category": "equation_reasoning",
738
- "problem": "What value fills the blank? 1264 + 1118 = ___ + 7226",
739
- "solution_a": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → -4844",
740
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → -4844",
741
- "correct_answer": "A",
742
- "ns_steps": 1,
743
- "algo_steps": 3,
744
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 1264 + 1118 = ___ + 7226\n\nSolution A: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → -4844\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → -4844"
745
- },
746
- {
747
- "task_id": "J3_magnitude_estimation_000443",
748
- "task_type": "J3_pairwise_efficiency",
749
- "category": "magnitude_estimation",
750
- "problem": "Which of the following is the best estimate for 9800 * 9800?",
751
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 96040000",
752
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 96040000",
753
- "correct_answer": "B",
754
- "ns_steps": 2,
755
- "algo_steps": 4,
756
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 9800 * 9800?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 96040000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 96040000"
757
- },
758
- {
759
- "task_id": "J3_landmark_comparison_000653",
760
- "task_type": "J3_pairwise_efficiency",
761
- "category": "landmark_comparison",
762
- "problem": "Is 48% of 75650 greater than 34563?",
763
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → Yes",
764
- "solution_b": "NS approach (2 steps): Use 50% as landmark: 50% of 75650 = 37825. → Yes",
765
- "correct_answer": "B",
766
- "ns_steps": 2,
767
- "algo_steps": 3,
768
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 48% of 75650 greater than 34563?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → Yes\n\nSolution B: NS approach (2 steps): Use 50% as landmark: 50% of 75650 = 37825. → Yes"
769
- },
770
- {
771
- "task_id": "J3_relative_distance_000534",
772
- "task_type": "J3_pairwise_efficiency",
773
- "category": "relative_distance",
774
- "problem": "Which is larger: 4320/8812 or 1806/3591?",
775
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 1806/3591",
776
- "solution_b": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 1806/3591",
777
- "correct_answer": "B",
778
- "ns_steps": 2,
779
- "algo_steps": 3,
780
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 4320/8812 or 1806/3591?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 1806/3591\n\nSolution B: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 1806/3591"
781
- },
782
- {
783
- "task_id": "J3_option_elimination_000782",
784
- "task_type": "J3_pairwise_efficiency",
785
- "category": "option_elimination",
786
- "problem": "What is 1133 × 1067?",
787
- "solution_a": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 1208911",
788
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 1208911",
789
- "correct_answer": "A",
790
- "ns_steps": 2,
791
- "algo_steps": 4,
792
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 1133 × 1067?\n\nSolution A: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 1208911\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 1208911"
793
- },
794
- {
795
- "task_id": "J3_compatible_numbers_000608",
796
- "task_type": "J3_pairwise_efficiency",
797
- "category": "compatible_numbers",
798
- "problem": "Estimate 5009 × 1968.",
799
- "solution_a": "NS approach (2 steps): Round to 5000×2000 for easy mental computation. → 9857712",
800
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 9857712",
801
- "correct_answer": "A",
802
- "ns_steps": 2,
803
- "algo_steps": 4,
804
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 5009 × 1968.\n\nSolution A: NS approach (2 steps): Round to 5000×2000 for easy mental computation. → 9857712\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 9857712"
805
- },
806
- {
807
- "task_id": "J3_landmark_comparison_000699",
808
- "task_type": "J3_pairwise_efficiency",
809
- "category": "landmark_comparison",
810
- "problem": "Is 11% of 57250 greater than 11559?",
811
- "solution_a": "NS approach (2 steps): Use 10% as landmark: 10% of 57250 = 5725. → No",
812
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → No",
813
- "correct_answer": "A",
814
- "ns_steps": 2,
815
- "algo_steps": 3,
816
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 11% of 57250 greater than 11559?\n\nSolution A: NS approach (2 steps): Use 10% as landmark: 10% of 57250 = 5725. → No\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → No"
817
- },
818
- {
819
- "task_id": "J3_cancellation_identity_000599",
820
- "task_type": "J3_pairwise_efficiency",
821
- "category": "cancellation_identity",
822
- "problem": "Evaluate: 2021 + 4865 - 4863",
823
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 2023",
824
- "solution_b": "NS approach (2 steps): Near-cancellation: 4865 - 4863 = 2, so answer ≈ 2021 + 2. → 2023",
825
- "correct_answer": "B",
826
- "ns_steps": 2,
827
- "algo_steps": 3,
828
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 2021 + 4865 - 4863\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 2023\n\nSolution B: NS approach (2 steps): Near-cancellation: 4865 - 4863 = 2, so answer ≈ 2021 + 2. → 2023"
829
- },
830
- {
831
- "task_id": "J3_structural_shortcuts_000460",
832
- "task_type": "J3_pairwise_efficiency",
833
- "category": "structural_shortcuts",
834
- "problem": "What is 10001 * 4123?",
835
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 41234123",
836
- "solution_b": "NS approach (3 steps): Use (10000+1)*m = 10000*m + 1*m. → 41234123",
837
- "correct_answer": "B",
838
- "ns_steps": 3,
839
- "algo_steps": 4,
840
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 10001 * 4123?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 41234123\n\nSolution B: NS approach (3 steps): Use (10000+1)*m = 10000*m + 1*m. → 41234123"
841
- },
842
- {
843
- "task_id": "J3_structural_shortcuts_000478",
844
- "task_type": "J3_pairwise_efficiency",
845
- "category": "structural_shortcuts",
846
- "problem": "What is 9999 * 2734?",
847
- "solution_a": "NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 27337266",
848
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 27337266",
849
- "correct_answer": "A",
850
- "ns_steps": 3,
851
- "algo_steps": 4,
852
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9999 * 2734?\n\nSolution A: NS approach (3 steps): Use (10000-1)*m = 10000*m - 1*m. → 27337266\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 27337266"
853
- },
854
- {
855
- "task_id": "J3_option_elimination_000758",
856
- "task_type": "J3_pairwise_efficiency",
857
- "category": "option_elimination",
858
- "problem": "What is 7525 × 5474?",
859
- "solution_a": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 41191850",
860
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 41191850",
861
- "correct_answer": "A",
862
- "ns_steps": 2,
863
- "algo_steps": 4,
864
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 7525 × 5474?\n\nSolution A: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 41191850\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 41191850"
865
- },
866
- {
867
- "task_id": "J3_relative_distance_000541",
868
- "task_type": "J3_pairwise_efficiency",
869
- "category": "relative_distance",
870
- "problem": "Which is larger: 1748/3532 or 1376/2725?",
871
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 1376/2725",
872
- "solution_b": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 1376/2725",
873
- "correct_answer": "B",
874
- "ns_steps": 2,
875
- "algo_steps": 3,
876
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 1748/3532 or 1376/2725?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 1376/2725\n\nSolution B: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 1376/2725"
877
- },
878
- {
879
- "task_id": "J3_landmark_comparison_000695",
880
- "task_type": "J3_pairwise_efficiency",
881
- "category": "landmark_comparison",
882
- "problem": "Is 50% of 45760 greater than 12614?",
883
- "solution_a": "NS approach (2 steps): Use 50% as landmark: 50% of 45760 = 22880. → Yes",
884
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → Yes",
885
- "correct_answer": "A",
886
- "ns_steps": 2,
887
- "algo_steps": 3,
888
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 50% of 45760 greater than 12614?\n\nSolution A: NS approach (2 steps): Use 50% as landmark: 50% of 45760 = 22880. → Yes\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → Yes"
889
- },
890
- {
891
- "task_id": "J3_option_elimination_000776",
892
- "task_type": "J3_pairwise_efficiency",
893
- "category": "option_elimination",
894
- "problem": "What is 6135 × 7717?",
895
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 47343795",
896
- "solution_b": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 47343795",
897
- "correct_answer": "B",
898
- "ns_steps": 2,
899
- "algo_steps": 4,
900
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 6135 × 7717?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 47343795\n\nSolution B: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 47343795"
901
- },
902
- {
903
- "task_id": "J3_magnitude_estimation_000402",
904
- "task_type": "J3_pairwise_efficiency",
905
- "category": "magnitude_estimation",
906
- "problem": "Which of the following is the best estimate for 10100 * 9900?",
907
- "solution_a": "NS approach (2 steps): Round both to 10000 and multiply. → 99990000",
908
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 99990000",
909
- "correct_answer": "A",
910
- "ns_steps": 2,
911
- "algo_steps": 4,
912
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 10100 * 9900?\n\nSolution A: NS approach (2 steps): Round both to 10000 and multiply. → 99990000\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 99990000"
913
- },
914
- {
915
- "task_id": "J3_structural_shortcuts_000496",
916
- "task_type": "J3_pairwise_efficiency",
917
- "category": "structural_shortcuts",
918
- "problem": "What is 9998 * 3721?",
919
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 37202558",
920
- "solution_b": "NS approach (3 steps): Use (10000-2)*m = 10000*m - 2*m. → 37202558",
921
- "correct_answer": "B",
922
- "ns_steps": 3,
923
- "algo_steps": 4,
924
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 9998 * 3721?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 37202558\n\nSolution B: NS approach (3 steps): Use (10000-2)*m = 10000*m - 2*m. → 37202558"
925
- },
926
- {
927
- "task_id": "J3_equation_reasoning_000734",
928
- "task_type": "J3_pairwise_efficiency",
929
- "category": "equation_reasoning",
930
- "problem": "What value fills the blank? 5844 + 3069 + ___ = 3069 + 6695 + 5844",
931
- "solution_a": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 6695",
932
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 6695",
933
- "correct_answer": "A",
934
- "ns_steps": 1,
935
- "algo_steps": 3,
936
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 5844 + 3069 + ___ = 3069 + 6695 + 5844\n\nSolution A: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 6695\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 6695"
937
- },
938
- {
939
- "task_id": "J3_magnitude_estimation_000414",
940
- "task_type": "J3_pairwise_efficiency",
941
- "category": "magnitude_estimation",
942
- "problem": "Which of the following is the best estimate for 10200 * 9800?",
943
- "solution_a": "NS approach (2 steps): Round both to 10000 and multiply. → 99960000",
944
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 99960000",
945
- "correct_answer": "A",
946
- "ns_steps": 2,
947
- "algo_steps": 4,
948
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 10200 * 9800?\n\nSolution A: NS approach (2 steps): Round both to 10000 and multiply. → 99960000\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 99960000"
949
- },
950
- {
951
- "task_id": "J3_cancellation_identity_000555",
952
- "task_type": "J3_pairwise_efficiency",
953
- "category": "cancellation_identity",
954
- "problem": "Evaluate: 7126 + 2057 - 2055",
955
- "solution_a": "NS approach (2 steps): Near-cancellation: 2057 - 2055 = 2, so answer ≈ 7126 + 2. → 7128",
956
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 7128",
957
- "correct_answer": "A",
958
- "ns_steps": 2,
959
- "algo_steps": 3,
960
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 7126 + 2057 - 2055\n\nSolution A: NS approach (2 steps): Near-cancellation: 2057 - 2055 = 2, so answer ≈ 7126 + 2. → 7128\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 7128"
961
- },
962
- {
963
- "task_id": "J3_equation_reasoning_000703",
964
- "task_type": "J3_pairwise_efficiency",
965
- "category": "equation_reasoning",
966
- "problem": "What value fills the blank? 4391 + 8555 + ___ = 8555 + 8523 + 4391",
967
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 8523",
968
- "solution_b": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 8523",
969
- "correct_answer": "B",
970
- "ns_steps": 1,
971
- "algo_steps": 3,
972
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 4391 + 8555 + ___ = 8555 + 8523 + 4391\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 8523\n\nSolution B: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 8523"
973
- },
974
- {
975
- "task_id": "J3_compatible_numbers_000603",
976
- "task_type": "J3_pairwise_efficiency",
977
- "category": "compatible_numbers",
978
- "problem": "Estimate 2520 × 3783.",
979
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 9533160",
980
- "solution_b": "NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 9533160",
981
- "correct_answer": "B",
982
- "ns_steps": 2,
983
- "algo_steps": 4,
984
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 2520 × 3783.\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 9533160\n\nSolution B: NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 9533160"
985
- },
986
- {
987
- "task_id": "J3_landmark_comparison_000681",
988
- "task_type": "J3_pairwise_efficiency",
989
- "category": "landmark_comparison",
990
- "problem": "Is 9% of 52080 greater than 22238?",
991
- "solution_a": "NS approach (2 steps): Use 10% as landmark: 10% of 52080 = 5208. → No",
992
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → No",
993
- "correct_answer": "A",
994
- "ns_steps": 2,
995
- "algo_steps": 3,
996
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 9% of 52080 greater than 22238?\n\nSolution A: NS approach (2 steps): Use 10% as landmark: 10% of 52080 = 5208. → No\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → No"
997
- },
998
- {
999
- "task_id": "J3_magnitude_estimation_000434",
1000
- "task_type": "J3_pairwise_efficiency",
1001
- "category": "magnitude_estimation",
1002
- "problem": "Which of the following is the best estimate for 10200 * 9800?",
1003
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 99960000",
1004
- "solution_b": "NS approach (2 steps): Round both to 10000 and multiply. → 99960000",
1005
- "correct_answer": "B",
1006
- "ns_steps": 2,
1007
- "algo_steps": 4,
1008
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which of the following is the best estimate for 10200 * 9800?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 99960000\n\nSolution B: NS approach (2 steps): Round both to 10000 and multiply. → 99960000"
1009
- },
1010
- {
1011
- "task_id": "J3_equation_reasoning_000718",
1012
- "task_type": "J3_pairwise_efficiency",
1013
- "category": "equation_reasoning",
1014
- "problem": "What value fills the blank? 2661 + 1919 + ___ = 1919 + 6614 + 2661",
1015
- "solution_a": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 6614",
1016
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 6614",
1017
- "correct_answer": "A",
1018
- "ns_steps": 1,
1019
- "algo_steps": 3,
1020
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 2661 + 1919 + ___ = 1919 + 6614 + 2661\n\nSolution A: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 6614\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 6614"
1021
- },
1022
- {
1023
- "task_id": "J3_relative_distance_000530",
1024
- "task_type": "J3_pairwise_efficiency",
1025
- "category": "relative_distance",
1026
- "problem": "Which is larger: 3937/7998 or 3703/7314?",
1027
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 3703/7314",
1028
- "solution_b": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 3703/7314",
1029
- "correct_answer": "B",
1030
- "ns_steps": 2,
1031
- "algo_steps": 3,
1032
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 3937/7998 or 3703/7314?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 3703/7314\n\nSolution B: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 3703/7314"
1033
- },
1034
- {
1035
- "task_id": "J3_relative_distance_000528",
1036
- "task_type": "J3_pairwise_efficiency",
1037
- "category": "relative_distance",
1038
- "problem": "Which is larger: 2499/5018 or 4280/8455?",
1039
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 4280/8455",
1040
- "solution_b": "NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 4280/8455",
1041
- "correct_answer": "B",
1042
- "ns_steps": 2,
1043
- "algo_steps": 3,
1044
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Which is larger: 2499/5018 or 4280/8455?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 4280/8455\n\nSolution B: NS approach (2 steps): One is below 1/2, the other above; no computation needed. → 4280/8455"
1045
- },
1046
- {
1047
- "task_id": "J3_option_elimination_000771",
1048
- "task_type": "J3_pairwise_efficiency",
1049
- "category": "option_elimination",
1050
- "problem": "What is 5562 × 7803?",
1051
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 43400286",
1052
- "solution_b": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 43400286",
1053
- "correct_answer": "B",
1054
- "ns_steps": 2,
1055
- "algo_steps": 4,
1056
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 5562 × 7803?\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 43400286\n\nSolution B: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 43400286"
1057
- },
1058
- {
1059
- "task_id": "J3_landmark_comparison_000668",
1060
- "task_type": "J3_pairwise_efficiency",
1061
- "category": "landmark_comparison",
1062
- "problem": "Is 10% of 93060 greater than 31194?",
1063
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → No",
1064
- "solution_b": "NS approach (2 steps): Use 10% as landmark: 10% of 93060 = 9306. → No",
1065
- "correct_answer": "B",
1066
- "ns_steps": 2,
1067
- "algo_steps": 3,
1068
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 10% of 93060 greater than 31194?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → No\n\nSolution B: NS approach (2 steps): Use 10% as landmark: 10% of 93060 = 9306. → No"
1069
- },
1070
- {
1071
- "task_id": "J3_landmark_comparison_000677",
1072
- "task_type": "J3_pairwise_efficiency",
1073
- "category": "landmark_comparison",
1074
- "problem": "Is 48% of 23770 greater than 9136?",
1075
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → Yes",
1076
- "solution_b": "NS approach (2 steps): Use 50% as landmark: 50% of 23770 = 11885. → Yes",
1077
- "correct_answer": "B",
1078
- "ns_steps": 2,
1079
- "algo_steps": 3,
1080
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 48% of 23770 greater than 9136?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → Yes\n\nSolution B: NS approach (2 steps): Use 50% as landmark: 50% of 23770 = 11885. → Yes"
1081
- },
1082
- {
1083
- "task_id": "J3_landmark_comparison_000694",
1084
- "task_type": "J3_pairwise_efficiency",
1085
- "category": "landmark_comparison",
1086
- "problem": "Is 24% of 90400 greater than 25771?",
1087
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → No",
1088
- "solution_b": "NS approach (2 steps): Use 25% as landmark: 25% of 90400 = 22600. → No",
1089
- "correct_answer": "B",
1090
- "ns_steps": 2,
1091
- "algo_steps": 3,
1092
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Is 24% of 90400 greater than 25771?\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → No\n\nSolution B: NS approach (2 steps): Use 25% as landmark: 25% of 90400 = 22600. → No"
1093
- },
1094
- {
1095
- "task_id": "J3_option_elimination_000792",
1096
- "task_type": "J3_pairwise_efficiency",
1097
- "category": "option_elimination",
1098
- "problem": "What is 4893 × 1523?",
1099
- "solution_a": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 7452039",
1100
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 7452039",
1101
- "correct_answer": "A",
1102
- "ns_steps": 2,
1103
- "algo_steps": 4,
1104
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 4893 × 1523?\n\nSolution A: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 7452039\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 7452039"
1105
- },
1106
- {
1107
- "task_id": "J3_compatible_numbers_000613",
1108
- "task_type": "J3_pairwise_efficiency",
1109
- "category": "compatible_numbers",
1110
- "problem": "Estimate 2540 × 3676.",
1111
- "solution_a": "Algorithmic approach (4 steps): Compute step by step → 9337040",
1112
- "solution_b": "NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 9337040",
1113
- "correct_answer": "B",
1114
- "ns_steps": 2,
1115
- "algo_steps": 4,
1116
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Estimate 2540 × 3676.\n\nSolution A: Algorithmic approach (4 steps): Compute step by step → 9337040\n\nSolution B: NS approach (2 steps): Round to 2500×4000 for easy mental computation. → 9337040"
1117
- },
1118
- {
1119
- "task_id": "J3_cancellation_identity_000585",
1120
- "task_type": "J3_pairwise_efficiency",
1121
- "category": "cancellation_identity",
1122
- "problem": "Evaluate: 4359 + 9463 - 9464",
1123
- "solution_a": "Algorithmic approach (3 steps): Compute step by step → 4358",
1124
- "solution_b": "NS approach (2 steps): Near-cancellation: 9463 - 9464 = -1, so answer ≈ 4359 + -1. → 4358",
1125
- "correct_answer": "B",
1126
- "ns_steps": 2,
1127
- "algo_steps": 3,
1128
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: Evaluate: 4359 + 9463 - 9464\n\nSolution A: Algorithmic approach (3 steps): Compute step by step → 4358\n\nSolution B: NS approach (2 steps): Near-cancellation: 9463 - 9464 = -1, so answer ≈ 4359 + -1. → 4358"
1129
- },
1130
- {
1131
- "task_id": "J3_equation_reasoning_000743",
1132
- "task_type": "J3_pairwise_efficiency",
1133
- "category": "equation_reasoning",
1134
- "problem": "What value fills the blank? 6010 × (2659 + 2481) = 6010 × ___ + 6010 × 2481",
1135
- "solution_a": "NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 2659",
1136
- "solution_b": "Algorithmic approach (3 steps): Compute step by step → 2659",
1137
- "correct_answer": "A",
1138
- "ns_steps": 1,
1139
- "algo_steps": 3,
1140
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What value fills the blank? 6010 × (2659 + 2481) = 6010 × ___ + 6010 × 2481\n\nSolution A: NS approach (1 steps): Recognize commutativity/distributive law — matching terms cancel. → 2659\n\nSolution B: Algorithmic approach (3 steps): Compute step by step → 2659"
1141
- },
1142
- {
1143
- "task_id": "J3_option_elimination_000765",
1144
- "task_type": "J3_pairwise_efficiency",
1145
- "category": "option_elimination",
1146
- "problem": "What is 1104 × 5487?",
1147
- "solution_a": "NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 6057648",
1148
- "solution_b": "Algorithmic approach (4 steps): Compute step by step → 6057648",
1149
- "correct_answer": "A",
1150
- "ns_steps": 2,
1151
- "algo_steps": 4,
1152
- "prompt": "Both solutions below are correct. Which one uses fewer reasoning steps? Answer A or B.\n\nProblem: What is 1104 × 5487?\n\nSolution A: NS approach (2 steps): Check trailing digit / parity / magnitude — only one option matches. → 6057648\n\nSolution B: Algorithmic approach (4 steps): Compute step by step → 6057648"
1153
- }
1154
- ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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The diff for this file is too large to render. See raw diff