Record, CLM, bronze and silver
CLM-424123
Received 2026-06-06T15:41:26Z, line 14,359 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MARK | Mark | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA·· | Espinoza | Changed |
| Date of birth | 6/23/1949 | 1949-06-23 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-64946-78 | UHC-64946-78 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 642 868 8761 | 6428688761 | Parsed |
| — | — | Unchanged | |
| Address | 6788 OCEAN AVE | 6788 Ocean Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85259 | 85259 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- mark|espinoza
- Address key
- 6788|ocean|85259
- Canonical first
- mark
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
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-60622 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131522 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131523 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005189
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Mark Espinoza, 1949-06-23, 4 records, Verified
Evidence
Matched against TPA-60622
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically738fcbdaa52026-10-22 12:43:53, matching_agentidentity id MBR-005189, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-60622
- Record linked automaticallycf0dff90642026-10-19 19:54:38, matching_agentidentity id MBR-005189, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-60622
- Record linked automatically05256c16662026-10-19 19:52:08, matching_agentidentity id MBR-005189, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-60622
- Record linked automaticallyb5f45c2e702026-10-19 19:45:42, matching_agentidentity id MBR-005189, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-60622
- Record linked automaticallyad55bb9c0f2026-10-19 19:32:31, matching_agentidentity id MBR-005189, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-60622
- Record linked automaticallyca24d22ef02026-10-19 19:31:28, scoring_agentidentity id MBR-041728, confidence 1, method probabilistic, matched record ENR-131736, policy version 1