Record, CLM, bronze and silver
CLM-429514
Received 2026-01-18T03:08:23Z, line 65,061 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 | Changed |
| Middle | M. | M | Changed |
| Last name | RICHARDS | Richards | Changed |
| Date of birth | 19970609 | 1997-06-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-38846-21 | UHC-38846-21 | Unchanged |
| SSN | - | — | Cleared |
| Phone | (531) 889-6083 | 5318896083 | Parsed |
| — | — | Unchanged | |
| Address | 7080 Market St | 7080 Market St | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | fl | FL | Changed |
| ZIP | 33690 | 33690 | Unchanged |
| Group | — | — | Unchanged |
| Plan | -·· | — | Cleared |
- Quality score
- 0.90
- Name key
- sofia|richards
- Address key
- 7080|market|33690
- Canonical first
- sofia
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| TPA-63051 | 1.00 | Scored | — | Auto-linked |
| ENR-138729 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138730 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005403
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sofia Richards, 1997-06-09, 4 records, Verified
Evidence
Matched against TPA-63051
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyef62fe53ff2026-10-22 12:43:53, scoring_agentidentity id MBR-005403, confidence 1, method probabilistic, matched record TPA-63051, policy version 1
- Record linked automatically4898b3fcfb2026-10-19 19:54:38, scoring_agentidentity id MBR-005403, confidence 1, method probabilistic, matched record TPA-63051, policy version 1
- Record linked automatically64dfc910602026-10-19 19:52:08, scoring_agentidentity id MBR-005403, confidence 1, method probabilistic, matched record TPA-63051, policy version 1
- Record linked automatically3d9bc039412026-10-19 19:45:42, scoring_agentidentity id MBR-005403, confidence 1, method probabilistic, matched record TPA-63051, policy version 1
- Record linked automatically4a7c1f43562026-10-19 19:32:31, scoring_agentidentity id MBR-005403, confidence 1, method probabilistic, matched record TPA-63051, policy version 1
- Record linked automatically03c92b803b2026-10-19 19:31:28, matching_agentidentity id MBR-007723, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-138978