The engine evaluates active property claims against newly extracted research findings using structured schema matching to assign confirmation, contradiction, or gap status.

flowchart TD
    F[Research Findings] --> C{Gemini Fact Checker}
    S[Stored Claims] --> C
    C -->|Confirms| V1[Mark Correct + Add Sources]
    C -->|Contradicts| V2[Mark Incorrect + Add Sources]
    C -->|New Finding| V3[Create New Claim with Gap Verdict]