Record, CLM, bronze and silver
CLM-426680
Received 2026-09-09T09:02:10Z, line 98,128 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 | ·JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | LARSON | Larson | Changed |
| Date of birth | 1952-10-27 | 1952-10-27 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UHC-46251-99 | UHC-46251-99 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 6318 Sunset Boulevard | 6318 Sunset Blvd | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43237 | 43237 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- judith|larson
- Address key
- 6318|sunset|43237
- Canonical first
- judith
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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 |
| ENR-134986 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426681 | 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 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3806e362a12026-10-19 19:54:38, scoring_agentidentity id MBR-017317, confidence 0.994, method probabilistic, matched record CLM-426682, policy version 1
- Record linked automatically72f59ddb842026-10-19 19:52:09, scoring_agentidentity id MBR-017317, confidence 0.994, method probabilistic, matched record CLM-426682, policy version 1
- Record linked automatically44c3ebe5902026-10-19 19:45:42, scoring_agentidentity id MBR-017317, confidence 0.994, method probabilistic, matched record CLM-426682, policy version 1
- Record linked automatically3298cc9c502026-10-19 19:32:31, scoring_agentidentity id MBR-017317, confidence 0.994, method probabilistic, matched record CLM-426682, policy version 1
- Record linked automatically97b7c618ce2026-10-19 19:31:28, scoring_agentidentity id MBR-016107, confidence 1, method probabilistic, matched record TPA-61736, policy version 1