Record, CLM, bronze and silver
CLM-408501
Received 2026-07-29T00:25:24Z, line 73,358 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 | JOE S | Joe | Changed |
| Middle | — | S | Changed |
| Last name | MATTHEWS | Matthews | Changed |
| Date of birth | 1945-05-09 | 1945-05-09 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-80322-37 | UHC-80322-37 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 1238 Willow Court | 1238 Willow Ct | Changed |
| City | ·Las Vegas | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89183 | 89183 | Unchanged |
| Group | GRP-1415 | GRP-1415 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- joseph|matthews
- Address key
- 1238|willow|89183
- Canonical first
- joseph
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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-53737 | 1.00 | Scored | — | Auto-linked |
| TPA-53736 | 1.00 | Scored | — | Auto-linked |
| TPA-53738 | 1.00 | Scored | — | Auto-linked |
| CLM-408500 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408502 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019349
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Matthews, 1945-05-09, 6 records, Verified
Evidence
Matched against TPA-53736
| 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 automatically6218b3fe9a2026-10-19 19:54:38, scoring_agentidentity id MBR-019349, confidence 1, method probabilistic, matched record TPA-53736, policy version 1
- Record linked automatically0a763f07282026-10-19 19:52:09, scoring_agentidentity id MBR-019349, confidence 1, method probabilistic, matched record TPA-53736, policy version 1
- Record linked automaticallyf182f2c8f02026-10-19 19:45:42, scoring_agentidentity id MBR-019349, confidence 1, method probabilistic, matched record TPA-53736, policy version 1
- Record linked automaticallyf27979e5bf2026-10-19 19:32:31, scoring_agentidentity id MBR-019349, confidence 1, method probabilistic, matched record TPA-53736, policy version 1
- Record linked automaticallya61846f76f2026-10-19 19:31:28, matching_agentidentity id MBR-018901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111199