The Fact & Gap Checker compares newly researched source findings against stored parametric claims to label them as confirming, contradicting, or identifying missing knowledge gaps while attaching supporting evidence URLs.

flowchart LR
    F[Research Finding] --> C{Fact and Gap Checker}
    P[Parametric Claim] --> C
    C -->|Matches Recall| V1[Confirms: Marked Correct]
    C -->|Refutes Recall| V2[Contradicts: Marked Incorrect]
    C -->|Absent in Recall| V3[New: Marked Gap]
    V1 --> S[Attach Source URLs]
    V2 --> S
    V3 --> S