The Fact & Gap Checker compares research findings directly against stored parametric claims to label each as confirms, contradicts, or represents a new gap, attaching supporting source URLs to the updated claim.
flowchart LR
A[Research Findings] --> C{Fact & Gap Checker}
B[Parametric Claims] --> C
C -->|Matches Recall| D[Confirms: Correct Verdict]
C -->|Refutes Recall| E[Contradicts: Incorrect Verdict]
C -->|Unprompted or New| F[New: Gap Verdict]
D --> G[(Claims Ledger + Source URLs)]
E --> G
F --> GReferenced by