Record, CLM, bronze and silver
CLM-419463
Received 2026-01-19T20:37:03Z, line 14,313 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 | Gerald | Gerald | Unchanged |
| Middle | A | A | Unchanged |
| Last name | Rios | Rios | Unchanged |
| Date of birth | 1976-08-18 | 1976-08-18 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UHC-08945-22 | UHC-08945-22 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (420) 273-1541 | 4202731541 | Parsed |
| gerald.rios69@outlook.com | gerald.rios69@outlook.com | Unchanged | |
| Address | 8925 MARKET ST | 8925 Market St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | az·· | AZ | Changed |
| ZIP | 85253 | 85253 | Unchanged |
| Group | GRP-6514 | GRP-6514 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.76
- Name key
- gerald|rios
- Address key
- 8925|market|85253
- Canonical first
- gerald
Quality flags
6 raised during normalisation
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-125640 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419464 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005876
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gerald Rios, 1976-08-18, 3 records, Verified
Evidence
Matched against ENR-125640
| 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 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically680332b3812026-10-19 19:54:38, matching_agentidentity id MBR-005876, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125640
- Record linked automatically4daa16d4c42026-10-19 19:52:08, matching_agentidentity id MBR-005876, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125640
- Record linked automaticallyc4999070d92026-10-19 19:45:42, matching_agentidentity id MBR-005876, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125640
- Record linked automaticallyed02f4c5f22026-10-19 19:32:31, matching_agentidentity id MBR-005876, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125640
- Record linked automaticallyc18beff9742026-10-19 19:31:28, scoring_agentidentity id MBR-002679, confidence 1, method probabilistic, matched record CLM-419462, policy version 1