Record, CLM, bronze and silver
CLM-431820
Received 2026-09-14T09:35:10Z, line 75,703 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 | Linda | Linda | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Munoz | Munoz | Unchanged |
| Date of birth | 1982-01-07 | 1982-01-07 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-54842-57 | UHC-54842-57 | Unchanged |
| SSN | •••-••-4384 | •••-••-4384 | Unchanged |
| Phone | null | — | Cleared |
| N/A | — | Cleared | |
| Address | 5984 Harbor Blvd | 5984 Harbor Blvd | Unchanged |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43261 | 43261 | Unchanged |
| Group | GRP-3952 | GRP-3952 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.96
- Name key
- linda|munoz
- Address key
- 5984|harbor|43261
- Canonical first
- linda
Quality flags
2 raised during normalisation
- City re-casedCity re-cased to Title Case
- 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-431819 | 1.00 | Scored | — | Auto-linked |
| TPA-64031 | 1.00 | Scored | — | Auto-linked |
| TPA-64032 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016290
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda Munoz, 1982-01-07, 4 records, Verified
Evidence
Matched against CLM-431819
| 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 automaticallya64ea615842026-10-19 19:54:38, scoring_agentidentity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
- Record linked automaticallyf30bc819732026-10-19 19:52:09, scoring_agentidentity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
- Record linked automatically5190e4aa392026-10-19 19:45:42, scoring_agentidentity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
- Record linked automaticallya64d5791282026-10-19 19:32:31, scoring_agentidentity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
- Record linked automaticallyf7c88114dc2026-10-19 19:31:28, matching_agentidentity id MBR-016501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142007