Record, CLM, bronze and silver

CLM-418863

Received 2026-02-03T22:55:44Z, line 54,870 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	ETHAN	Ethan	Changed
Middle	—	—	Unchanged
Last name	·ARMSTRONG	Armstrong	Changed
Date of birth	19-01-1952	1952-01-19	Parsed
Gender	null	—	Cleared
Member ID	UHC-82773-75	UHC-82773-75	Unchanged
SSN	•••-••-3739	•••-••-3739	Unchanged
Phone	259-905-6255	2599056255	Parsed
Email	-	—	Cleared
Address	3847 Indian School Rd	3847 Indian School Rd	Unchanged
City	·MESA	Mesa	Changed
State	AZ	AZ	Unchanged
ZIP	85212	85212	Unchanged
Group	GRP-3362	GRP-3362	Unchanged
Plan	CORE-HMO	CORE-HMO	Unchanged

6 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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: Ethan Armstrong, 1952-01-19, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically1fe887be7a
2026-10-19 19:31:28, scoring_agent
identity id MBR-002185, confidence 1, method probabilistic, matched record TPA-58229, policy version 1