Record, CLM, bronze and silver
CLM-426681
Received 2026-08-06T13:09:37Z, line 41,598 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 | Larson, Judith | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Larson | Changed |
| Date of birth | N/A | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | UHC-46251-99 | UHC-46251-99 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 6836498806 | 6836498806 | Unchanged |
| - | — | Cleared | |
| Address | 6318 Sunset Boulevard | 6318 Sunset Blvd | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43237 | 43237 | Unchanged |
| Group | - | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.52
- Name key
- judith|larson
- Address key
- 6318|sunset|43237
- Canonical first
- judith
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth missingDate of birth absent or a null token; left empty
- 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
- 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-426682 | 0.99 | Scored | — | Auto-linked |
| CLM-426680 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-134986 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017317
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Judith Larson, 1952-10-27, 4 records, Verified
Evidence
Matched against CLM-426682
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallycb3d8146d32026-10-19 19:54:38, scoring_agentidentity id MBR-017317, confidence 0.993, method probabilistic, matched record CLM-426682, policy version 1
- Record linked automatically4ec5a5f8252026-10-19 19:52:09, scoring_agentidentity id MBR-017317, confidence 0.993, method probabilistic, matched record CLM-426682, policy version 1
- Record linked automatically2f865b4b882026-10-19 19:45:42, scoring_agentidentity id MBR-017317, confidence 0.993, method probabilistic, matched record CLM-426682, policy version 1
- Record linked automatically82706c2a2f2026-10-19 19:32:31, scoring_agentidentity id MBR-017317, confidence 0.993, method probabilistic, matched record CLM-426682, policy version 1
- Record linked automatically16261e34b22026-10-19 19:31:28, scoring_agentidentity id MBR-013012, confidence 1, method probabilistic, matched record CLM-426682, policy version 1