Refresh GLiNER and GLiNER2 validation labels from reviewed candidate lane

Describe local LLM human-in-loop annotation workflow

Clarify human-in-the-loop data annotation workflow

Update holdout with audited agent labels

raw-extraction build (model predictions, no judge)

initial commit