---
license: cc-by-4.0
task_categories:
- text-generation
tags:
- sft
- data-mentions
- provenance
- usage
- impact
- bibtex
configs:
- config_name: real_v2
  data_files:
  - split: train
    path: real_v2/train.jsonl
  - split: val
    path: real_v2/val.jsonl
  - split: holdout
    path: real_v2/holdout.jsonl
---

# data-use-sft v2 (config: real_v2)

Multitask SFT rows derived from the v2 relabeling. Same ChatML format as
`rafmacalaba/data-use-sft` (real), plus a `task` field:

- `provenance` — exact-substring {producer, year, geography, acronym}; for tier1∧named
  mentions the assistant JSON additionally carries `bibtex` (a single @misc entry assembled
  from those same metadata fields)
- `usage_impact` — {data_type, usage_action, impact_label, usage_summary}

Splits: val+holdout = dual-pass consensus; train = single-pass (upgraded in v2.1).
Only tier1/tier2 spans generate SFT rows; tier3/junk excluded by design.