Record, CLM, bronze and silver
CLM-419346
Received 2026-09-20T04:22:30Z, line 35,473 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | CARLOS·· | Carlos | Changed |
| Middle | — | — | Unchanged |
| Last name | HOWARD | Howard | Changed |
| Date of birth | May 4, 1959 | 1959-05-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-2442 | •••-••-2442 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4386 PALM DRIVE | 4386 Palm Dr | Changed |
| City | Orlando | Orlando | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 32891·· | 32891 | Changed |
| Group | UNKNOWN·· | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.76
- Name key
- carlos|howard
- Address key
- 4386|palm|32891
- Canonical first
- carlos
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| ENR-125496 | 1.00 | Scored | — | Auto-linked |
| ENR-125495 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-419347 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008777
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carlos Howard, 1959-05-04, 4 records, Verified
Evidence
Matched against ENR-125496
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyd20aba1ba32026-10-19 19:54:38, scoring_agentidentity id MBR-008777, confidence 1, method probabilistic, matched record ENR-125496, policy version 1
- Record linked automatically6a18fa17122026-10-19 19:52:09, scoring_agentidentity id MBR-008777, confidence 1, method probabilistic, matched record ENR-125496, policy version 1
- Record linked automatically89c148e6812026-10-19 19:45:42, scoring_agentidentity id MBR-008777, confidence 1, method probabilistic, matched record ENR-125496, policy version 1
- Record linked automatically408a6054ee2026-10-19 19:32:31, scoring_agentidentity id MBR-008777, confidence 1, method probabilistic, matched record ENR-125496, policy version 1