PR #95 swapped local_encoder's backend from NLI cross-encoding to embedding+centroid and updated config.py's default/docstring, but missed two consumers: the admin controls page's placeholder text (misleadingly showed the old model name for the empty/default-inheriting field) and docs/local-models.md's architecture description (still said "zero-shot NLI encoder"). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_0161UAZyxtvmKaVzasJsnqJc