AI Citation Registry: Geospatial vs Textual Signal Conflict

When maps and written government updates describe different realities, AI systems infer geography instead of identifying authority A resident asks an AI system whether their neighborhood is included in an active county evacuation advisory. The response appears definitive. It identifies several communities as affected and describes the warning zone as extending farther inland than the county originally intended. The problem is that the county map and the written update do not match.