Record, CLM, bronze and silver

CLM-415283

Received 2026-07-27T17:36:51Z, line 16,630 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	KEITH	Keith	Changed
Middle	I	I	Unchanged
Last name	COOK	Cook	Changed
Date of birth	25-07-1957	1957-07-25	Parsed
Gender	Male	M	Parsed
Member ID	NULL	—	Cleared
SSN	-	—	Cleared
Phone	650-731-6981	6507316981	Parsed
Email	·null	—	Cleared
Address	1901 Ocean Avenue	1901 Ocean Ave	Changed
City	TEMPE··	Tempe	Changed
State	AZ	AZ	Unchanged
ZIP	85259	85259	Unchanged
Group	—	—	Unchanged
Plan	null	—	Cleared

9 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
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
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 2026-10-22 12:43:43

Golden record: Keith Cook, 1957-07-25, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallyd2d8cb4015
2026-10-19 19:31:28, scoring_agent
identity id MBR-019502, confidence 0.925, method probabilistic, matched record PRV-24476, policy version 1