Record, CLM, bronze and silver
CLM-417666
Received 2026-04-19T19:43:20Z, line 24,696 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 | james | James | Changed |
| Date of birth | 05/28/1954·· | 1954-05-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3029 | •••-••-3029 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 1373 Highland Avenue | 1373 Highland Ave | Changed |
| City | MIAMI | Miami | Changed |
| State | Florida | FL | Changed |
| ZIP | 33150 | 33150 | Unchanged |
| Group | GRP-9168·· | GRP-9168 | Changed |
| Plan | SELECT-EPO·· | SELECT-EPO | Changed |
- Quality score
- 0.60
- Name key
- frank|james
- Address key
- 1373|highland|33150
- Canonical first
- frank
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-417665 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026705
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank James, 1954-05-28, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0034590.83Open
Audit
1 hash-chained entry for this record
- Record linked automaticallya4708c34bf2026-10-19 19:31:28, scoring_agentidentity id MBR-019735, confidence 1, method probabilistic, matched record CLM-417668, policy version 1