mARTin-B78
4c686165b3
Spoken lines that PDF extraction typed as narration were invisible to "Identify unknown characters" (it only scans type==='dialogue'), so no number of re-runs could fix them, while the pass that could re-sent all ~1000 narration segments to the LLM. Adds a detector that scores narration for direct-speech signals and re-checks only those: 36 candidates instead of 1036 on a real novel. Adds "Auto-repair cast" to chain the passes in the right order automatically after casting. Also fixes a rollback gap where stopping a run skipped the safety net that undoes a pass which increased Unknown speakers (confirmed live: 80 -> 159 with no warning), corrects an attribution rule that taught the model the listener is the speaker, and stops the threshold loop from re-verifying every narration segment each round. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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