Record, CLM, bronze and silver

CLM-430591

Received 2026-04-18T09:18:54Z, line 53,958 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	frank	Frank	Changed
Middle	—	—	Unchanged
Last name	willis	Willis	Changed
Date of birth	01-10-1973	1973-10-01	Parsed
Gender	F	F	Unchanged
Member ID	—	—	Unchanged
SSN	•••-••-7790	•••-••-7790	Unchanged
Phone	·6417264275	6417264275	Parsed
Email	NULL	—	Cleared
Address	9768 Spring Street	9768 Spring St	Changed
City	Tucson	Tucson	Unchanged
State	Arizona	AZ	Changed
ZIP	85755	85755	Unchanged
Group	NULL	—	Cleared
Plan	OPTIONS-PPO	OPTIONS-PPO	Unchanged

7 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)
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
State name converted to codeFull state name replaced by its two-letter USPS code
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

Other record	Score	Method	Rule	Decision
TPA-63509	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Frank Willis, 1973-10-01, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically5311adbdf4
2026-10-19 19:31:28, scoring_agent
identity id MBR-024495, confidence 1, method probabilistic, matched record PRV-28951, policy version 1