{"entity":{"id":57270,"name":"The Surety & Fidelity Association Of America PAC","slug":"fec-c00691618","type":"organization"},"generatedAt":"2026-10-15T22:06:52.761Z","distribution":{"total":2,"classified":0,"byTone":{"favourable":0,"neutral":0,"critical":0,"mixed":0,"primary_record":0},"percentByTone":{"favourable":0,"neutral":0,"critical":0,"mixed":0,"primary_record":0}},"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."}}