Record, CLM, bronze and silver

CLM-420157

Received 2026-01-19T20:20:45Z, line 55,009 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	ashley F	Ashley	Changed
Middle	—	F	Changed
Last name	stephens	Stephens	Changed
Date of birth	1972-08-09	1972-08-09	Unchanged
Gender	UNKNOWN	—	Cleared
Member ID	UHC-84789-16	UHC-84789-16	Unchanged
SSN	—	—	Unchanged
Phone	13603391028	3603391028	Parsed
Email	····	—	Unchanged
Address	6868 LAKE VIEW RD	6868 Lake View Rd	Changed
City	CHANDLER	Chandler	Changed
State	AZ	AZ	Unchanged
ZIP	85214	85214	Unchanged
Group	GRP-6140	GRP-6140	Unchanged
Plan	OPTIONS-PPO	OPTIONS-PPO	Unchanged

7 raised during normalisation

Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
Name re-casedName letter-case rewritten to Title Case and stray characters removed
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
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: Ashley Stephens, 1972-08-09, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallyb9d250a803
2026-10-19 19:31:28, scoring_agent
identity id MBR-026102, confidence 1, method probabilistic, matched record ENR-126463, policy version 1