feat(data): publish MagicBox v1 training dataset

README.md

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+---
+configs:
+- config_name: default
+  data_files:
+  - split: calibration
+    path:
+    - calibration/part-00000.parquet
+    - calibration/part-00001.parquet
+    - calibration/part-00002.parquet
+    - calibration/part-00003.parquet
+  - split: ood
+    path:
+    - ood/part-00000.parquet
+    - ood/part-00001.parquet
+    - ood/part-00002.parquet
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+    - ood/part-00012.parquet
+  - split: test
+    path:
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+    - test/part-00001.parquet
+    - test/part-00002.parquet
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+    path:
+    - train/part-00000.parquet
+    - train/part-00001.parquet
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+  - split: validation
+    path:
+    - validation/part-00000.parquet
+    - validation/part-00001.parquet
+    - validation/part-00002.parquet
+    - validation/part-00003.parquet
+---
+
+# MagicBox v1
+
+693,376 records for extraction, choice, binary classification (`noul`), and ordinal scoring.
+
+Format: `minifield.magicbox/1.0`.
+
+`request_json` contains the source text and field definitions. `targets_json` contains supervision. Parse these columns with `json.loads`.
+
+Source attribution, revisions, licenses, and transformations are recorded in [sources.json](sources.json). Dataset counts are recorded in [report.json](report.json).

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identity.json

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+{
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+  "code": "2bc1d0179515fdaa1988b9b4f3fab7513569901db3f9cad49b1f342cdd801cee",
+  "catalog": {
+    "version": 1,
+    "sources": [
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+        "dataset": "nvidia/Nemotron-PII",
+        "revision": "b70ffaf5ff39e079776134c5bf4381f00a9fd1ed",
+        "config": "default",
+        "adapter": "pii",
+        "subset": "default",
+        "license": "cc-by-4.0",
+        "license_note": null,
+        "files": [
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+            "path": "data/train-00000-of-00001.parquet",
+            "split": "train",
+            "rows": 100000,
+            "loader": "parquet"
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+          {
+            "path": "data/test-00000-of-00001.parquet",
+            "split": "test",
+            "rows": 100000,
+            "loader": "parquet"
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+        "url": "https://huggingface.co/datasets/nvidia/Nemotron-PII",
+        "attribution": "nvidia",
+        "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+      },
+      {
+        "dataset": "ZefanCai/Open-Jev",
+        "revision": "c67699e13d0ae25e35b77165a4b6b079bedc8aba",
+        "config": "amount-extraction-control-v1",
+        "adapter": "openjev",
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+        "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
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+        "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+        "attribution": "ZefanCai",
+        "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
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+        "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
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+        "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
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+        "attribution": "ZefanCai",
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+        "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+        "attribution": "ZefanCai",
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+        "license": "cc0-1.0",
+        "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
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+}

manifest.json

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+      "attribution": "ZefanCai",
+      "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
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+      "attribution": "ZefanCai",
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+    {
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+      "attribution": "knowledgator",
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+    {
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+      "attribution": "knowledgator",
+      "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
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+      "record_reject|no_aligned_fields:unalignable_span_boundary": 183,
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+}

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+[
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+    "revision": "b70ffaf5ff39e079776134c5bf4381f00a9fd1ed",
+    "config": "default",
+    "adapter": "pii",
+    "subset": "default",
+    "license": "cc-by-4.0",
+    "license_note": null,
+    "url": "https://huggingface.co/datasets/nvidia/Nemotron-PII",
+    "attribution": "nvidia",
+    "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+  },
+  {
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+    "revision": "c67699e13d0ae25e35b77165a4b6b079bedc8aba",
+    "config": "amount-extraction-control-v1",
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+    "subset": "amount-extraction-control-v1",
+    "license": "cc0-1.0",
+    "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
+    "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+  },
+  {
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+    "revision": "c67699e13d0ae25e35b77165a4b6b079bedc8aba",
+    "config": "browser-drone-expansion-v1-redistributable",
+    "adapter": "openjev",
+    "subset": "browser-drone-expansion-v1-redistributable",
+    "license": "cc0-1.0",
+    "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
+    "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+  },
+  {
+    "dataset": "ZefanCai/Open-Jev",
+    "revision": "c67699e13d0ae25e35b77165a4b6b079bedc8aba",
+    "config": "citation-control-v1",
+    "adapter": "openjev",
+    "subset": "citation-control-v1",
+    "license": "cc0-1.0",
+    "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
+    "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+  },
+  {
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+    "revision": "c67699e13d0ae25e35b77165a4b6b079bedc8aba",
+    "config": "context-retention-control-v1",
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+    "subset": "context-retention-control-v1",
+    "license": "cc0-1.0",
+    "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
+    "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+  },
+  {
+    "dataset": "ZefanCai/Open-Jev",
+    "revision": "c67699e13d0ae25e35b77165a4b6b079bedc8aba",
+    "config": "email-selection-control-v1",
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+    "subset": "email-selection-control-v1",
+    "license": "cc0-1.0",
+    "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
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+  },
+  {
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+    "config": "entity-alignment-control-v1",
+    "adapter": "openjev",
+    "subset": "entity-alignment-control-v1",
+    "license": "cc0-1.0",
+    "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
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+  },
+  {
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+    "revision": "c67699e13d0ae25e35b77165a4b6b079bedc8aba",
+    "config": "ir-control-v1",
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+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
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+  },
+  {
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+    "config": "mailroom-control-v1",
+    "adapter": "openjev",
+    "subset": "mailroom-control-v1",
+    "license": "cc0-1.0",
+    "license_note": "Generated content CC0. customer-control-v1 upstream TypeSafe question descriptions have no verified source license, per upstream card. No license gate added.",
+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
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+  },
+  {
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+    "config": "phone-extraction-control-v1",
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+    "license": "cc0-1.0",
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+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
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+  },
+  {
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+    "config": "silent-failure-control-v1",
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+    "subset": "silent-failure-control-v1",
+    "license": "cc0-1.0",
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+    "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
+    "attribution": "ZefanCai",
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+  },
+  {
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+    "config": "sponsor-segment-control-v1",
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+    "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+  },
+  {
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+    "revision": "a076959fec75c50a3a8901e178a5310e612c88f2",
+    "config": "default",
+    "adapter": "biomedical",
+    "subset": "biomed_NER",
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+    "license_note": null,
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+    "attribution": "knowledgator",
+    "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+  },
+  {
+    "dataset": "knowledgator/PubMedAbstractsNER",
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+    "config": "default",
+    "adapter": "biomedical",
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+    "url": "https://huggingface.co/datasets/knowledgator/PubMedAbstractsNER",
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+    "transformation": "Converted source annotations to minifield.magicbox/1.0 with exact spans, typed targets and provenance."
+  },
+  {
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+  {
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+    "revision": "f7a2487edd7a043a5441a5e9ccc7fe5ddbd9ebe8",
+    "config": "all",
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+    "subset": "local",
+    "license": "user-supplied"
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