Record, CLM, bronze and silver
CLM-425177
Received 2026-09-30T22:53:51Z, line 1,990 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 | Richardson, James | James | Changed |
| Middle | Y | Y | Unchanged |
| Last name | — | Richardson | Changed |
| Date of birth | 1943-05-17 | 1943-05-17 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-80635-16 | UHC-80635-16 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 4127 HIGHLAND AVE | 4127 Highland Ave | Changed |
| City | GILBERT·· | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85229 | 85229 | Unchanged |
| Group | GRP-1931 | GRP-1931 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.64
- Name key
- james|richardson
- Address key
- 4127|highland|85229
- Canonical first
- james
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
- 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 |
|---|---|---|---|---|
| TPA-61096 | 1.00 | Scored | — | Auto-linked |
| ENR-132890 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425175 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425176 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425174 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003977
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: James Richardson, 1943-05-17, 6 records, Verified
Evidence
Matched against TPA-61096
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyca19d6d2712026-10-22 12:43:53, scoring_agentidentity id MBR-003977, confidence 1, method probabilistic, matched record TPA-61096, policy version 1
- Record linked automatically7f86e4566b2026-10-19 19:54:38, scoring_agentidentity id MBR-003977, confidence 1, method probabilistic, matched record TPA-61096, policy version 1
- Record linked automatically400716c4392026-10-19 19:52:08, scoring_agentidentity id MBR-003977, confidence 1, method probabilistic, matched record TPA-61096, policy version 1
- Record linked automaticallyff407d75412026-10-19 19:45:42, scoring_agentidentity id MBR-003977, confidence 1, method probabilistic, matched record TPA-61096, policy version 1
- Record linked automatically759af97aab2026-10-19 19:32:31, scoring_agentidentity id MBR-003977, confidence 1, method probabilistic, matched record TPA-61096, policy version 1
- Record linked automatically6e4900b48d2026-10-19 19:31:28, scoring_agentidentity id MBR-009079, confidence 1, method probabilistic, matched record TPA-61075, policy version 1