Record, CLM, bronze and silver
CLM-431680
Received 2026-05-08T00:17:57Z, line 65,092 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | AMBER | Amber | Changed |
| Middle | — | — | Unchanged |
| Last name | WALKER | Walker | Changed |
| Date of birth | Sep 21, 1987 | 1987-09-21 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-16667-35 | UHC-16667-35 | Unchanged |
| SSN | •••-••-8324 | •••-••-8324 | Parsed |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6375 River Road | 6375 River Rd | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33158 | 33158 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- amber|walker
- Address key
- 6375|river|33158
- Canonical first
- amber
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)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- 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-431679 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141574 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29259 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022756
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Amber Walker, 1987-09-21, 4 records, Verified
Evidence
Matched against CLM-431679
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically170ea1056e2026-10-19 19:54:38, matching_agentidentity id MBR-022756, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431679
- Record linked automaticallya55adc6f4c2026-10-19 19:52:09, matching_agentidentity id MBR-022756, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431679
- Record linked automatically59e61c66132026-10-19 19:45:42, matching_agentidentity id MBR-022756, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431679
- Record linked automatically38d6d69c2d2026-10-19 19:32:31, matching_agentidentity id MBR-022756, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431679
- Record linked automatically1179b05f3a2026-10-19 19:31:28, matching_agentidentity id MBR-027577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141812