Record, CLM, bronze and silver

CLM-424668

Received 2026-03-31T03:02:07Z, line 27,830 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	Larry	Larry	Unchanged
Middle	—	—	Unchanged
Last name	Crawford	Crawford	Unchanged
Date of birth	1982-09-02	1982-09-02	Unchanged
Gender	Female	F	Parsed
Member ID	-	—	Cleared
SSN	•••-••-0951	•••-••-0951	Unchanged
Phone	17209259162	7209259162	Parsed
Email	NULL	—	Cleared
Address	8183 MESA DR #601	8183 Mesa Dr # 601	Changed
City	Scottsdale	Scottsdale	Unchanged
State	·AZ	AZ	Changed
ZIP	85264	85264	Unchanged
Group	·GRP-1428	GRP-1428	Changed
Plan	MEDICARE-ADV-A	MEDICARE-ADV-A	Unchanged

7 raised during normalisation

Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
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
Gender normalisedGender mapped to F or M from a longer or variant value
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 2026-10-19 19:54:36

Golden record: Larry Crawford, 1982-09-02, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallybc103b1d11
2026-10-19 19:31:28, matching_agent
identity id MBR-005912, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424669