Human rulings assign explicit 'correct' or 'incorrect' verdicts that lock the claim against automated overwrite while recording every change in an append-only audit log.
flowchart LR
A[Human Review] -->|Rule Correct / Incorrect| B[Lock Claim: is_human=True]
A -->|Withdraw Rule| C[Reset Claim: is_human=False]
B --> D[Append to claim_rulings]
C --> D
B --> E[Prevent Checker Overwrite]
C --> F[Return to Research Engine]Referenced by