Record, CLM, bronze and silver

CLM-407920

Received 2026-08-01T16:34:51Z, line 33,423 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	·Abby, Long	Long	Changed
Middle	—	—	Unchanged
Last name	—	Abby	Changed
Date of birth	22-01-1996	1996-01-22	Parsed
Gender	M	M	Unchanged
Member ID	UHC-33129-37	UHC-33129-37	Unchanged
SSN	UNKNOWN	—	Cleared
Phone	861-515-5310	8615155310	Parsed
Email	—	—	Unchanged
Address	·4841 Oak Street	4841 Oak St	Changed
City	SCOTTSDALE··	Scottsdale	Changed
State	AZ	AZ	Unchanged
ZIP	85234	85234	Unchanged
Group	GRP-1670	GRP-1670	Unchanged
Plan	-	—	Cleared

8 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
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
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: Long Abby, 1996-01-22, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically30034aa2ce
2026-10-19 19:31:28, matching_agent
identity id MBR-033480, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-110354