Record, CLM, bronze and silver
CLM-423922
Received 2026-03-29T07:30:36Z, line 78,790 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 | KEVIN | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 1940-02-20 | 1940-02-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-63676-32 | UHC-63676-32 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 279 542 0329 | 2795420329 | Parsed |
| N/A | — | Cleared | |
| Address | 2674 HIGHLAND AVENUE | 2674 Highland Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55446 | 55446 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- kevin|mcdonald
- Address key
- 2674|highland|55446
- Canonical first
- kevin
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| TPA-60531 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022742
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kevin McDonald, 1940-02-20, 2 records, Verified
Evidence
Matched against TPA-60531
| 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 automaticallycf2bdb7f8a2026-10-22 12:43:54, scoring_agentidentity id MBR-022742, confidence 0.993, method probabilistic, matched record TPA-60531, policy version 1
- Record linked automaticallyeb74e578e92026-10-19 19:54:38, scoring_agentidentity id MBR-022742, confidence 0.993, method probabilistic, matched record TPA-60531, policy version 1
- Record linked automatically8e2240087d2026-10-19 19:52:09, scoring_agentidentity id MBR-022742, confidence 0.993, method probabilistic, matched record TPA-60531, policy version 1
- Record linked automaticallyfa0c13f5022026-10-19 19:45:42, scoring_agentidentity id MBR-022742, confidence 0.993, method probabilistic, matched record TPA-60531, policy version 1
- Record linked automatically9ee3a08ab82026-10-19 19:32:31, scoring_agentidentity id MBR-022742, confidence 0.993, method probabilistic, matched record TPA-60531, policy version 1