Record, CLM, bronze and silver
CLM-417756
Received 2026-07-04T02:45:21Z, line 76,384 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 | gibson | Gibson | Changed |
| Date of birth | 1939-07-05 | 1939-07-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-74409-30 | UHC-74409-30 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (323) 316-5820 | 3233165820 | Parsed |
| — | — | Unchanged | |
| Address | 8326 Cedar Ln·· | 8326 Cedar Ln | Changed |
| City | ·Tucson | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85772 | 85772 | Unchanged |
| Group | GRP-5464 | GRP-5464 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- carlos|gibson
- Address key
- 8326|cedar|85772
- Canonical first
- carlos
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-57839 | 1.00 | Scored | — | Auto-linked |
| CLM-417757 | 1.00 | Scored | — | Auto-linked |
| ENR-123370 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010806
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carlos Gibson, 1939-07-05, 4 records, Verified
Evidence
Matched against TPA-57839
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfcf644a7b92026-10-19 19:54:38, scoring_agentidentity id MBR-010806, confidence 1, method probabilistic, matched record TPA-57839, policy version 1
- Record linked automaticallybb285a5e942026-10-19 19:52:09, scoring_agentidentity id MBR-010806, confidence 1, method probabilistic, matched record TPA-57839, policy version 1
- Record linked automaticallyf92d40dfe72026-10-19 19:45:42, scoring_agentidentity id MBR-010806, confidence 1, method probabilistic, matched record TPA-57839, policy version 1
- Record linked automatically72ee1ad04f2026-10-19 19:32:31, scoring_agentidentity id MBR-010806, confidence 1, method probabilistic, matched record TPA-57839, policy version 1
- Record linked automaticallyf6509353722026-10-19 19:31:28, matching_agentidentity id MBR-012151, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123223