Record, CLM, bronze and silver
CLM-422648
Received 2026-03-20T19:12:27Z, line 29,613 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 | PAUL | Paul | Changed |
| Middle | F | F | Unchanged |
| Last name | THOMAS | Thomas | Changed |
| Date of birth | 1976-03-20 | 1976-03-20 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 9348475972 | 9348475972 | Unchanged |
| N/A | — | Cleared | |
| Address | 5585 GRAND AVE | 5585 Grand Ave | Changed |
| City | ·Las Vegas | Las Vegas | Changed |
| State | ·NV | NV | Changed |
| ZIP | 89192 | 89192 | Unchanged |
| Group | GRP-5878 | GRP-5878 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- paul|thomas
- Address key
- 5585|grand|89192
- Canonical first
- paul
Quality flags
5 raised during normalisation
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021001
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Paul Thomas, 1976-03-20, 3 records, Verified
Evidence
Matched against TPA-59950
| 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 automatically86d4cd02502026-10-22 12:43:54, scoring_agentidentity id MBR-021001, confidence 1, method probabilistic, matched record TPA-59950, policy version 1
- Record linked automatically2a67ef6eaf2026-10-19 19:54:38, scoring_agentidentity id MBR-021001, confidence 1, method probabilistic, matched record TPA-59950, policy version 1
- Record linked automaticallyca9e02a6f42026-10-19 19:52:09, scoring_agentidentity id MBR-021001, confidence 1, method probabilistic, matched record TPA-59950, policy version 1
- Record linked automaticallyf1e8ea39ce2026-10-19 19:45:42, scoring_agentidentity id MBR-021001, confidence 1, method probabilistic, matched record TPA-59950, policy version 1
- Record linked automatically652cb182582026-10-19 19:32:31, scoring_agentidentity id MBR-021001, confidence 1, method probabilistic, matched record TPA-59950, policy version 1
- Record linked automaticallyda2b544d682026-10-19 19:31:28, scoring_agentidentity id MBR-030498, confidence 0.925, method probabilistic, matched record ENR-129820, policy version 1