Record, CLM, bronze and silver
CLM-425425
Received 2026-03-04T07:37:27Z , line 91,647 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 | barbaa | Barbaa | Changed |
| Middle | S.·· | S | Changed |
| Last name | park | Park | Changed |
| Date of birth | 01-05-1982 | 1982-05-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-16638-84 | UHC-16638-84 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 4177 PINE DRIVE | 4177 Pine Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85224 | 85224 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- barbaa|park
- Address key
- 4177|pine|85224
- Canonical first
- barbaa
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-61222 | 1.00 | Scored | — | Auto-linked |
| CLM-425423 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425426 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425424 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002318
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Park, 1982-05-01, 4 records, Verified
Evidence
Matched against TPA-61222
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallya42df01be72026-10-19 19:54:38, scoring_agentidentity id MBR-002318, confidence 0.996, method probabilistic, matched record TPA-61222, policy version 1
- Record linked automaticallya0cfc7d0252026-10-19 19:52:08, scoring_agentidentity id MBR-002318, confidence 0.996, method probabilistic, matched record TPA-61222, policy version 1
- Record linked automatically884fd734b52026-10-19 19:45:41, scoring_agentidentity id MBR-002318, confidence 0.996, method probabilistic, matched record TPA-61222, policy version 1
- Record linked automaticallyd58bcf31bf2026-10-19 19:32:31, scoring_agentidentity id MBR-002318, confidence 0.996, method probabilistic, matched record TPA-61222, policy version 1