# `[2026-09-17]` Hemingway ships as-is: operator ruled "ship stands" on both measured corpus defects

**Hemingway ships as-is: operator ruled "ship stands" on both measured corpus defects** — the 0.96% beat contamination and the 130 non-name entity-map surfaces. `audit_pairs_sourcenames.py --filter-out` and `audit_entity_map.py` exist and are the instruments if that is ever revisited; neither was run against the shipped adapter.