{"entity":{"id":7997,"name":"Lisa H. Bebchick","slug":"lisa-h-bebchick","type":"person"},"generatedAt":"2026-10-17T23:45:30.995Z","distribution":{"total":6,"classified":1,"byTone":{"favourable":0,"neutral":0,"critical":0,"mixed":0,"primary_record":1},"percentByTone":{"favourable":0,"neutral":0,"critical":0,"mixed":0,"primary_record":100}},"methodology":{"description":"Per-source tone classification via LLM. Each source's title + first ~1500 chars of raw_content is read by the model and bucketed into one of: favourable, neutral, critical, mixed, primary_record.","caveat":"Tone classification is a heuristic, not ground truth. A high critical % suggests the coverage in the platform's archive is adversarial — it does NOT mean the entity has 'done something wrong'. Read the underlying sources before drawing conclusions."}}