Record, CLM, bronze and silver

CLM-402143

Received 2026-04-03T11:31:38Z, line 87,442 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	KENNETH	Kenneth	Changed
Middle	—	—	Unchanged
Last name	PIERCE··	Pierce	Changed
Date of birth	1955-08-04	1955-08-04	Unchanged
Gender	M	M	Unchanged
Member ID	UHC2142620	UHC-21426-20	Parsed
SSN	•••-••-1920	•••-••-1920	Unchanged
Phone	5406534124	5406534124	Unchanged
Email	kenneth.pierce89@icloud.com	kenneth.pierce89@icloud.com	Unchanged
Address	5052 MOUNTAIN VIEW DRIVE	5052 Mountain View Dr	Changed
City	TEMPE	Tempe	Changed
State	AZ	AZ	Unchanged
ZIP	85251	85251	Unchanged
Group	-	—	Cleared
Plan	CORE-HMO	CORE-HMO	Unchanged

7 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
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
City re-casedCity re-cased to Title Case
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: Kenneth Pierce, 1955-08-04, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically6fd3d7b79d
2026-10-19 19:31:28, scoring_agent
identity id MBR-027413, confidence 0.974, method probabilistic, matched record PRV-20642, policy version 1