Hallucination Root Cause Analysis

Analyze hallucinations in {{model}} responses from {{error_samples}}.

Step 1: Categorize each hallucination type (factual, temporal, entity, numeric)
Step 2: Identify patterns in triggering prompts
Step 3: Trace potential causes (knowledge gaps, context confusion, overconfidence)
Step 4: Correlate with training data characteristics
Step 5: Propose mitigation strategies ranked by effectiveness

Document reasoning for each conclusion.