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Data Labeling & Curation

Use this category for programs where Jev annotates, filters, deduplicates, or triages data at scale, replacing slower or costlier human and LLM labeling steps.

Submission format

- [Name](URL) - Industry: one-sentence description of the Jev use case.

Entries

jev-align (Sutro) - Dataset engineering: evaluates CSV, Parquet, and JSONL rows with Jev Choice, Score, or Boolean decisions, sends ambiguous and audit samples to a human, and uses accepted human labels to optimize the saved definition with GEPA.
jev-curate - Dataset engineering: sifts synthetic JSONL and Parquet rows using Jev Noul checks and calibrated confidence scores, streaming passed records and rejections straight to disk.
typeful-triage - Open-source maintenance: multiplayer triage dashboard where Jev answers a fixed set of typed questions per issue — kind, severity, urgency, duplicate, and next step — and every human correction is kept and shown back to the model on later runs.
jlink - Research data: links records under a plain-English match rule using Jev Noul pair judgments, with local candidate blocking and match resolution.
jgrep - Data filtering: filters text, structured records, functions, and diff hunks against plain-English descriptions using Jev Noul judgments.