Record, CLM, bronze and silver
CLM-418818
Received 2026-04-20T07:29:21Z, line 43,514 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 | Evans, Joseph | Joseph | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Evans | Changed |
| Date of birth | 1996-07-02 | 1996-07-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC5390147 | UHC-53901-47 | Parsed |
| SSN | •••-••-3863 | •••-••-3863 | Unchanged |
| Phone | (957) 491-6916 | 9574916916 | Parsed |
| NULL | — | Cleared | |
| Address | 7198 Oak Street | 7198 Oak St | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85236-7350 | 85236 | Changed |
| Group | - | — | Cleared |
| Plan | ·- | — | Cleared |
- Quality score
- 0.48
- Name key
- joseph|evans
- Address key
- 7198|oak|85236
- Canonical first
- joseph
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-58339 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026784
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joseph Evans, 1996-07-02, 2 records, Verified
Evidence
Matched against TPA-58339
| 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 automatically8047b2f2992026-10-19 19:54:38, scoring_agentidentity id MBR-026784, confidence 1, method probabilistic, matched record TPA-58339, policy version 1
- Record linked automatically3a45fc8c6b2026-10-19 19:52:09, scoring_agentidentity id MBR-026784, confidence 1, method probabilistic, matched record TPA-58339, policy version 1
- Record linked automaticallye24cdd9ba82026-10-19 19:45:42, scoring_agentidentity id MBR-026784, confidence 1, method probabilistic, matched record TPA-58339, policy version 1
- Record linked automatically289898eb8b2026-10-19 19:32:31, scoring_agentidentity id MBR-026784, confidence 1, method probabilistic, matched record TPA-58339, policy version 1
- Record linked automatically42296feb622026-10-19 19:31:28, scoring_agentidentity id MBR-024212, confidence 0.978, method probabilistic, matched record TPA-58210, policy version 1