Record, CLM, bronze and silver
CLM-431755
Received 2026-01-11T00:55:59Z, line 51,666 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 | ANN | Ann | Changed |
| Middle | ·J | J | Changed |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 19430806 | 1943-08-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-65635-70 | UHC-65635-70 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 14807905379 | 4807905379 | Parsed |
| - | — | Cleared | |
| Address | 2040 Desert Sky Boulevard·· | 2040 Desert Sky Blvd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | ·GRP-7035 | GRP-7035 | Changed |
| Plan | N/A | — | Cleared |
- Quality score
- 0.62
- Name key
- ann|espinoza
- Address key
- 2040|desert sky|sacramento
- Canonical first
- ann
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- ZIP missingStreet address present but no ZIP supplied
- 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-64008 | 1.00 | Scored | — | Auto-linked |
| CLM-431756 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003215
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ann Espinoza, 1943-08-06, 3 records, Verified
Evidence
Matched against TPA-64008
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb790a7e5392026-10-22 12:43:53, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record TPA-64008, policy version 1
- Record linked automatically57b6da75372026-10-19 19:54:38, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record TPA-64008, policy version 1
- Record linked automaticallyb045f25a892026-10-19 19:52:08, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record TPA-64008, policy version 1
- Record linked automatically3c459a07612026-10-19 19:45:41, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record TPA-64008, policy version 1
- Record linked automaticallyb33049fe3a2026-10-19 19:32:31, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record TPA-64008, policy version 1
- Record linked automatically026214d0ca2026-10-19 19:31:28, matching_agentidentity id MBR-013795, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141931