Record, PRV, bronze and silver

PRV-27994

Received 2026-03-08T09:33:56Z, line 22,065 of the PRV feed

PRVSingle record

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

Field	Bronze (as received)	Silver (normalised)	Change
First name	LAWRENCE	Lawrence	Changed
Middle	—	—	Unchanged
Last name	FULLER	Fuller	Changed
Date of birth	0200-12-09	—	Cleared
Gender	M··	M	Parsed
Member ID	-	—	Cleared
SSN	N/A	—	Cleared
Phone	978.360.4569	9783604569	Parsed
Email	N/A	—	Cleared
Address	·-	—	Cleared
City	UNKNOWN	—	Cleared
State	UNKNOWN	—	Cleared
ZIP	null··	—	Cleared
Group	null	—	Cleared
Plan	UNKNOWN	—	Cleared

5 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty

Every scored comparison involving this record, highest score first

Other record	Score	Method	Rule	Decision
PRV-27993	0.83	Scored	—	Sent to steward
CLM-427218	0.83	Scored	—	Sent to steward
ENR-135686	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Lawrence Fuller, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically95557741b1
2026-10-19 19:31:28, scoring_agent
identity id MBR-009197, confidence 1, method probabilistic, matched record PRV-27995, policy version 1