Record, CLM, bronze and silver

CLM-410301

Received 2026-03-05T23:45:03Z, line 42,897 of the CLM feed

CLMSingle 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	VICKY	Vicky	Changed
Middle	—	—	Unchanged
Last name	LARSON	Larson	Changed
Date of birth	1959-12-20	1959-12-20	Unchanged
Gender	M	M	Unchanged
Member ID	UHC-88251-66	UHC-88251-66	Unchanged
SSN	NULL	—	Cleared
Phone	·756.443.4625	7564434625	Parsed
Email	—	—	Unchanged
Address	1514 MAIN STREET	1514 Main St	Changed
City	Fresno	Fresno	Unchanged
State	CA	CA	Unchanged
ZIP	93743	93743	Unchanged
Group	N/A	—	Cleared
Plan	—	—	Unchanged

6 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
Address re-casedStreet line re-cased and punctuation 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

No candidate pairs

Blocking produced no comparisons for this record.

Linked 2026-10-22 12:43:43

Golden record: Vicky Larson, 1959-12-20, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallyc548acf04a
2026-10-19 19:31:28, scoring_agent
identity id MBR-004694, confidence 0.991, method probabilistic, matched record PRV-23062, policy version 1