Data quality & adjudication

Every specialisation-year is reconciled against its printed credit total. Nothing is silently corrected: what reconciles is consistent; what a documented rule or adjudication fixes is resolved; what remains is unresolved — carried at the computed value, flagged at low confidence, and listed here as the human work-queue. Science/Humanities majors have no per-year anchor by design and are excluded from that queue.

The ledger, per faculty and edition

Whole-degree findings from the rules layer

Curricula that no longer sum to their own faculty's printed floor. BELOW_MIN with electives at range-minimum is ELECTIVE_GAP; a hard BELOW_MIN is a handbook-side inconsistency worth editorial attention.

The adjudication queue

Unresolved cases, largest credit gaps first, each with the detector's suggested action. Working this queue — confirming misprints, checking extractions, recording decisions in the faculty registers — is the highest value contribution a reviewer can make.

The adjudication register

Every human decision applied by the final layer, with its written rationale and page evidence. Entries marked provisional (Claude), pending review await sign-off.