Record, CLM, bronze and silver
CLM-427777
Received 2026-02-05T03:36:31Z, line 20,619 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 | Billy | Billy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Romero | Romero | Unchanged |
| Date of birth | 09/22/1992 | 1992-09-22 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-51311-12 | UHC-51311-12 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 451-312-9900 | 4513129900 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6253 CHURCH STREET | 6253 Church St | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85294 | 85294 | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- william|romero
- Address key
- 6253|church|85294
- Canonical first
- william
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-136416 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28138 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28139 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427776 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002021
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Billy Romero, 1992-09-22, 5 records, Verified
Evidence
Matched against CLM-427776
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4182d9fba22026-10-22 12:43:53, matching_agentidentity id MBR-002021, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427776
- Record linked automaticallyf69d728f7f2026-10-19 19:54:38, matching_agentidentity id MBR-002021, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427776
- Record linked automaticallyb4ad8efe312026-10-19 19:52:08, matching_agentidentity id MBR-002021, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427776
- Record linked automatically6f529498332026-10-19 19:45:41, matching_agentidentity id MBR-002021, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427776
- Record linked automaticallya6ff2d2f7e2026-10-19 19:32:31, matching_agentidentity id MBR-002021, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427776
- Record linked automaticallyf00d807cce2026-10-19 19:31:28, scoring_agentidentity id MBR-004205, confidence 1, method probabilistic, matched record ENR-136771, policy version 1