Record, CLM, bronze and silver
CLM-424140
Received 2026-08-22T13:52:48Z, line 40,979 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 | Sofia | Sofia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Walker | Walker | Unchanged |
| Date of birth | 1997-10-01 | 1997-10-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7272 | •••-••-7272 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 3784 OAK ST | 3784 Oak St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-9026 | GRP-9026 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.68
- Name key
- sofia|walker
- Address key
- 3784|oak|mesa
- Canonical first
- sofia
Quality flags
4 raised during normalisation
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-131553 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-60630 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-60629 | 0.93 | Scored | — | Auto-linked |
| CLM-424139 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002935
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sofia Walker, 1997-10-01, 5 records, Verified
Evidence
Matched against TPA-60630
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically1eecfed8a52026-10-19 19:54:38, matching_agentidentity id MBR-002935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60630
- Record linked automaticallya8d6f8bec92026-10-19 19:52:08, matching_agentidentity id MBR-002935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60630
- Record linked automatically2d84984a302026-10-19 19:45:41, matching_agentidentity id MBR-002935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60630
- Record linked automaticallybfd4876a932026-10-19 19:32:31, matching_agentidentity id MBR-002935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60630