| --- |
| license: apache-2.0 |
| configs: |
| - config_name: splits |
| data_files: |
| - split: train |
| path: train.jsonl |
| - split: val |
| path: val.jsonl |
| - split: holdout |
| path: holdout.jsonl |
| - config_name: candidates |
| data_files: |
| - split: pool |
| path: candidate_pool.jsonl |
| - config_name: quarantine |
| data_files: |
| - split: excluded |
| path: quarantine.jsonl |
| --- |
| |
| # datause-probe-v3 |
|
|
| Probe-v3 training data for the data-use mention probe: **29,346 labeled spans** |
| (26,618 campaign-v2 Luna single-judge + 2,728 gold-v2), doc-disjoint 70/15/15 |
| splits, all six origins in every split, no passage crosses splits. |
|
|
| ## Files |
|
|
| - `train/val/holdout.jsonl` — word-indexed spans (`w_start/w_end` over |
| `passage.split(" ")`), `label` 1=DATA_MENTION 0=NON_MENTION, |
| `source` camp2|gold, `head_score` = v2 probe score (triage feature, not label). |
| - `candidate_pool.jsonl` — the 29,855 candidate spans the labels were drawn |
| from: full `rafmacalaba/datause-extracted-sample` pool (2,729) + campaign-v2 |
| draw (27,126), unified schema with passages. Slice-verified: 0 mismatches. |
| - `quarantine.jsonl` — 8 spans excluded from training (7 unresolved echo + |
| 1 bad_json), with reasons. Published, not silently dropped. |
| - `split_stats.json` — per-split counts, docs, sources, origins. |
|
|
| ## Lineage |
|
|
| 1. Candidates from `rafmacalaba/datause-extracted` (gliner2), scored by |
| `rafmacalaba/gliner-datause-v2-probe`. |
| 2. Campaign v2: origin x specificity x 0.1-decile draw (144 cells, floor 50 + |
| sqrt-proportional, seed 0) → 27,126 single-span keyed Luna requests |
| (v2.4 rules + v2.5 presentation, prompt `v2.5-draft-2026-09-06`), one run, |
| no consensus. 500 gold-v2 controls interleaved (94.0% judge-vs-gold |
| agreement). |
| 3. Echo re-attribution: 965/972 span-echo mismatches resolved as |
| whitespace/punctuation normalization (single-span requests, reasons |
| audited); 7 quarantined. |
| 4. `TrainingDataset.validate()`: 29,346 valid / 0 invalid (strict verbatim). |
| 5. `build_probe_v3_data.py`: doc-disjoint splits; controls enter once via gold. |
|
|
| Labels are a Luna distillation target, not human gold. The 473 |
| human-adjudicated spans (`annotator190`/`jdc283`) are NOT in this dataset — |
| they remain the external check. |
|
|
