Record, CLM, bronze and silver
CLM-424139
Received 2026-01-10T04:25:24Z, line 27,542 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 | Sofia | Sofia | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Walker | Walker | Unchanged |
| Date of birth | 1998-10-01 | 1998-10-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7272 | •••-••-7272 | Unchanged |
| Phone | null | — | Cleared |
| NULL | — | Cleared | |
| Address | 3784 OAK ST #275 | 3784 Oak St # 275 | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.54
- Name key
- sofia|walker
- Address key
- 3784|oak|mesa
- Canonical first
- sofia
Quality flags
5 raised during normalisation
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 |
|---|---|---|---|---|
| CLM-424140 | 0.86 | Scored | — | Auto-linked |
| TPA-60630 | 0.85 | Scored | — | Auto-linked |
| TPA-60629 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002935
- Method
- Scored
- Confidence
- 0.86
- Rule
- weighted score, no rule
Golden record: Sofia Walker, 1997-10-01, 5 records, Verified
Evidence
Matched against CLM-424140
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallycabee4f25a2026-10-19 19:54:38, scoring_agentidentity id MBR-002935, confidence 0.857, method probabilistic, matched record CLM-424140, policy version 1
- Record linked automatically22f6d7e2ab2026-10-19 19:52:08, scoring_agentidentity id MBR-002935, confidence 0.857, method probabilistic, matched record CLM-424140, policy version 1
- Record linked automatically6f2d433a072026-10-19 19:45:41, scoring_agentidentity id MBR-002935, confidence 0.857, method probabilistic, matched record CLM-424140, policy version 1
- Record linked automaticallyd02d8c26642026-10-19 19:32:31, scoring_agentidentity id MBR-002935, confidence 0.857, method probabilistic, matched record CLM-424140, policy version 1
- Record linked automaticallyf10081f6912026-10-19 19:31:28, matching_agentidentity id MBR-001775, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-424138