Record, CLM, bronze and silver
CLM-411513
Received 2026-03-01T05:08:33Z, line 32,349 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 | JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | CASTILLO | Castillo | Changed |
| Date of birth | 12-08-1984 | 1984-08-12 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-17837-26 | UHC-17837-26 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 4316528624 | 4316528624 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 5562 PINE DRIVE | 5562 Pine Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85793 | 85793 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- judith|castillo
- Address key
- 5562|pine|85793
- Canonical first
- judith
Quality flags
5 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
- 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-55076 | 1.00 | Scored | — | Auto-linked |
| CLM-411512 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-115140 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411511 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016647
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Castillo, 1984-08-12, 5 records, Verified
Evidence
Matched against TPA-55076
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallye3254106e72026-10-19 19:54:38, scoring_agentidentity id MBR-016647, confidence 1, method probabilistic, matched record TPA-55076, policy version 1
- Record linked automatically791af418f52026-10-19 19:52:09, scoring_agentidentity id MBR-016647, confidence 1, method probabilistic, matched record TPA-55076, policy version 1
- Record linked automaticallyf8bb4409e22026-10-19 19:45:42, scoring_agentidentity id MBR-016647, confidence 1, method probabilistic, matched record TPA-55076, policy version 1
- Record linked automaticallyfb9bc044952026-10-19 19:32:31, scoring_agentidentity id MBR-016647, confidence 1, method probabilistic, matched record TPA-55076, policy version 1