Record, CLM, bronze and silver
CLM-419681
Received 2026-08-19T07:10:46Z , line 91,424 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 | Olivia | Olivia | Unchanged |
| Middle | Z | Z | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | 1940-05-32 | — | Cleared |
| Gender | Female·· | F | Parsed |
| Member ID | UHC-48489-95 | UHC-48489-95 | Unchanged |
| SSN | •••-••-8546 | •••-••-8546 | Unchanged |
| Phone | ·· | — | Unchanged |
| — | — | Unchanged | |
| Address | 824 FOREST AVENUE | 824 Forest Ave | Changed |
| City | PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75049 | 75049 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- olivia|arnold
- Address key
- 824|forest|75049
- Canonical first
- olivia
Quality flags
7 raised during normalisation
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-029833
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Olivia Arnold, 1940-05-23, 5 records, Verified
Evidence
Matched against TPA-58690
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically996d0a72312026-10-22 12:43:54, scoring_agentidentity id MBR-029833, confidence 1, method probabilistic, matched record TPA-58690, policy version 1
- Record linked automaticallydc518a8eb82026-10-19 19:54:38, scoring_agentidentity id MBR-029833, confidence 1, method probabilistic, matched record TPA-58690, policy version 1
- Record linked automaticallyed52596e9b2026-10-19 19:52:09, scoring_agentidentity id MBR-029833, confidence 1, method probabilistic, matched record TPA-58690, policy version 1
- Record linked automatically67f323ac8d2026-10-19 19:45:42, scoring_agentidentity id MBR-029833, confidence 1, method probabilistic, matched record TPA-58690, policy version 1
- Record linked automaticallye1991386e02026-10-19 19:32:31, scoring_agentidentity id MBR-029833, confidence 1, method probabilistic, matched record TPA-58690, policy version 1
- Record linked automatically3683d6db592026-10-19 19:31:28, matching_agentidentity id MBR-022373, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125828