How to detect and resolve conflicting beliefs in the INITE Brain knowledge graph — the COMPETING fact status, get_competing_facts, detect_contradiction preflight, and the human-in-the-loop adjudication workflow. Use when the timeline shows two facts disagreeing on the same predicate, or when an agent needs to decide what to record without making the disagreement worse.
