B: Evidence behind the match Diagram

The recorded improvement shows what changed on the reference set. Future populations still need monitoring and review.

Compared pairs, scores and explicit bands lead to reviewable classifications. The labelled reference set helps calibrate the thresholds without replacing review of real records.
The published benchmark covers its recorded 144-case reference set. Classified pairs and later master-data changes are separate; no automatic source-system update is shown here.