Record, CLM, bronze and silver

CLM-416921

Received 2026-02-26T10:16:17Z, line 71,356 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	Lauren	Lauren	Unchanged
Middle	—	—	Unchanged
Last name	Bryant	Bryant	Unchanged
Date of birth	04-05-1961	1961-05-04	Parsed
Gender	F	F	Unchanged
Member ID	null	—	Cleared
SSN	null	—	Cleared
Phone	945.540.8977	9455408977	Parsed
Email	—	—	Unchanged
Address	5494 HARBOR BLVD	5494 Harbor Blvd	Changed
City	Atlanta	Atlanta	Unchanged
State	GA	GA	Unchanged
ZIP	30323	30323	Unchanged
Group	GRP-3533	GRP-3533	Unchanged
Plan	—	—	Unchanged

5 raised during normalisation

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
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: Lauren Bryant, 1961-05-04, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically156c00ce70
2026-10-19 19:31:28, scoring_agent
identity id MBR-023567, confidence 1, method probabilistic, matched record TPA-57388, policy version 1