| --- |
| task_categories: |
| - token-classification |
| tags: |
| - gliner |
| - gliner2 |
| - information-extraction |
| - probe-review-sample |
| license: cc-by-4.0 |
| configs: |
| - config_name: gliner |
| data_files: |
| - split: sample |
| path: gliner_sample.jsonl |
| - config_name: bio |
| data_files: |
| - split: sample |
| path: bio_sample.jsonl |
| - config_name: gliner2 |
| data_files: |
| - split: sample |
| path: gliner2_sample.jsonl |
| - split: review |
| path: gliner2_review.jsonl |
| --- |
| |
| # Probe-review sample of `rafmacalaba/datause-extracted-sample` |
|
|
| Stratified review slice: whole rows sampled per origin until each specificity reaches ~150 spans (seed 0; small origins contribute all they have), plus entity-less calibration rows round-robined across `neg_class` shapes. Rows keep their original `split` values. Score with training/score_extract_probe.py `--splits sample`. |
|
|
| | origin | rows | negatives | named / descriptive / vague spans | |
| |---|---|---|---| |
| | `fcv_pads_east_africa` | 389 | 60 | 171 / 187 / 150 | |
| | `general_prwp` | 317 | 60 | 192 / 187 / 150 | |
| | `jad_paddy_docs` | 140 | 7 | 187 / 63 / 46 | |
| | `jdc_operational` | 310 | 60 | 175 / 157 / 76 | |
| | `refugee_pads` | 376 | 60 | 169 / 182 / 150 | |
| | `reliefweb` | 339 | 60 | 166 / 170 / 150 | |
|
|
| ## Probe scores |
|
|
| Every span carries `probe_score` (sigmoid head output ~= P(genuine data-use mention)) from `rafmacalaba/gliner_datause_probe` (frozen `rafmacalaba/gliner_datause` encoder, context_radius=64, threshold=None). Extractor proposes, head disposes — see `probe.json`. |
| |
| ## Review split (gliner2_review.jsonl, 2026-09-06) |
|
|
| 421 passages / 473 spans from the annotator boundary set (190) and JDC |
| operational review (283), added as origins `annotator190` / `jdc283` with |
| `split: review`. Labels are the reconciled v2.4 gold (3 fresh single-span |
| runs + Sonnet tiebreak + human adjudication; see |
| `rafmacalaba/datause-v24-sample-verdicts`, doctrine_findings.md). Span |
| entries carry `key`, `review_tier`, and char offsets. |
|
|
