Evidence-based technical labeling

Baseline: evidence-based-labeling-v1.1. Default decision rules: default-v1.1.

Purpose

Treat labeling as a governed lifecycle, not a one-off prompt. Keep four types of work visibly separate:

1. Business decisions: objective, unit of analysis, dimensions, formal definitions, freeze decisions, and full-run authorization.
2. Model judgment: fact extraction, candidate recall, boundary comparison, recommendations, and reasons.
3. External evidence: retrieved patents, literature, classifications, technical concepts, and provenance.
4. Deterministic validation: schemas, identifiers, label paths, record coverage, evidence presence, states, and versions.

Never promote a candidate label silently. Never force a weakly supported label to avoid a blank. Never describe retrieved results as a final classification decision.

Load only the references needed