Record, CLM, bronze and silver
CLM-412273
Received 2026-01-08T01:04:09Z, line 21,251 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 | Thomas | Thomas | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Richards | Richards | Unchanged |
| Date of birth | 2/21/1945 | 1945-02-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4808 | •••-••-4808 | Unchanged |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 4221 OAK ST | 4221 Oak St | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89129 | 89129 | Unchanged |
| Group | GRP-0675 | GRP-0675 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- thomas|richards
- Address key
- 4221|oak|89129
- Canonical first
- thomas
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-55409 | 1.00 | Scored | — | Auto-linked |
| PRV-23542 | 1.00 | Scored | — | Auto-linked |
| ENR-116153 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002239
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Richards, 1945-02-21, 4 records, Verified
Evidence
Matched against TPA-55409
| 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 automatically9eb646c23d2026-10-22 12:43:53, scoring_agentidentity id MBR-002239, confidence 1, method probabilistic, matched record TPA-55409, policy version 1
- Record linked automatically44090ec9662026-10-19 19:54:38, scoring_agentidentity id MBR-002239, confidence 1, method probabilistic, matched record TPA-55409, policy version 1
- Record linked automatically55d7300ade2026-10-19 19:52:08, scoring_agentidentity id MBR-002239, confidence 1, method probabilistic, matched record TPA-55409, policy version 1
- Record linked automatically98decdcf592026-10-19 19:45:41, scoring_agentidentity id MBR-002239, confidence 1, method probabilistic, matched record TPA-55409, policy version 1
- Record linked automatically16ad0917fb2026-10-19 19:32:31, scoring_agentidentity id MBR-002239, confidence 1, method probabilistic, matched record TPA-55409, policy version 1
- Record linked automaticallyc266b5603b2026-10-19 19:31:28, matching_agentidentity id MBR-012888, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-55411