Suppress identity false positives with provenance and bounded canonicalization
General lesson: when comparing a person’s name across form input, document OCR, and machine-readable barcode data, retain a separate result for every source pair and make only the requested pair authoritative. Canonicalize representation—not identity—before comparing: preserve or…