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metadata
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.