Record, CLM, bronze and silver
CLM-411754
Received 2026-01-03T14:01:54Z, line 24,266 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 | KIMBERLY | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | VAZQUEZ | Vazquez | Changed |
| Date of birth | 18-02-1959 | 1959-02-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-98212-72 | UHC-98212-72 | Unchanged |
| SSN | •••-••-0377 | •••-••-0377 | Parsed |
| Phone | 9035527908 | 9035527908 | Unchanged |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | ·NULL | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-7233 | GRP-7233 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- kimberly|vazquez
- Address key
- —
- Canonical first
- kimberly
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-55181 | 1.00 | Scored | — | Auto-linked |
| PRV-23391 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-115498 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-23392 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000824
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Vazquez, 1959-02-18, 5 records, Verified
Evidence
Matched against TPA-55181
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye2ec03d4452026-10-19 19:54:38, scoring_agentidentity id MBR-000824, confidence 1, method probabilistic, matched record TPA-55181, policy version 1
- Record linked automatically3bff55f7682026-10-19 19:52:08, scoring_agentidentity id MBR-000824, confidence 1, method probabilistic, matched record TPA-55181, policy version 1
- Record linked automatically1706f751962026-10-19 19:45:41, scoring_agentidentity id MBR-000824, confidence 1, method probabilistic, matched record TPA-55181, policy version 1
- Record linked automatically6d14c0848e2026-10-19 19:32:31, scoring_agentidentity id MBR-000824, confidence 1, method probabilistic, matched record TPA-55181, policy version 1
- Record linked automatically3a2e0bcf292026-10-19 19:31:28, scoring_agentidentity id MBR-017182, confidence 1, method probabilistic, matched record TPA-55219, policy version 1