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Three independent reviewers (two external councils + a field integrator) asked for the same thing: the enriched model mixes ETS facts, DPT structure and name heuristics, and downstream tools treat it almost as fact. explain_ga makes the reasoning auditable per GA — evidence per decision with a confidence tier (authoritative ETS Function > structural DPT > heuristic name), the status-pairing method, and CONFLICTS (name 'AC' vs DPT 'lighting' -> contested), the silent- misclassification hotspot. Additive, read-only, no core-model change. Full suite green. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>