Record, CLM, bronze and silver
CLM-431819
Received 2026-06-18T06:53:28Z, line 38,760 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 | ·UNKNOWN | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 2278087960 | 2278087960 | Unchanged |
| — | — | Unchanged | |
| Address | 5984 Harbor Boulevard | 5984 Harbor Blvd | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43261 | 43261 | Unchanged |
| Group | GRP-3952 | GRP-3952 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.82
- Name key
- linda|munoz
- Address key
- 5984|harbor|43261
- Canonical first
- linda
Quality flags
3 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
- 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-431820 | 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-431820
| 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 automaticallya3f69132192026-10-19 19:54:38, scoring_agentidentity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431820, policy version 1
- Record linked automatically5884f6b3292026-10-19 19:52:09, scoring_agentidentity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431820, policy version 1
- Record linked automaticallyb226a16d292026-10-19 19:45:42, scoring_agentidentity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431820, policy version 1
- Record linked automatically5e6294d7482026-10-19 19:32:31, scoring_agentidentity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431820, policy version 1
- Record linked automatically62c9b0f4852026-10-19 19:31:28, matching_agentidentity id MBR-016501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431820