Source attribution per Fact, QA pipeline for imports, confidence scoring for AI-extracted Facts, conflict resolution when sources disagree.
Why this matters
OLN’s Fact graph is the substrate for HellaThis (G-029) and the source of AEO/AI licensing value. Data quality is no longer just internal hygiene — it’s a trust layer for a consumer product with revenue at stake.
Needs explicit treatment of:
- Source attribution (which Fact came from where)
- QA pipeline (Commons proposal model handles new entries; what handles imports?)
- Confidence scoring for AI-extracted Facts (Memory Alpha migration)
- Conflict resolution when sources disagree