Record, CLM, bronze and silver
CLM-401724
Received 2026-03-20T22:21:36Z, line 21,314 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 | Joe·· | Joe | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ·Rivera | Rivera | Changed |
| Date of birth | 19520718 | 1952-07-18 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-05846-87 | UHC-05846-87 | Unchanged |
| SSN | •••-••-7658 | •••-••-7658 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 6829 Harbor Boulevard | 6829 Harbor Blvd | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85230 | 85230 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- joseph|rivera
- Address key
- 6829|harbor|85230
- Canonical first
- joseph
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)
- 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
- 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-102261 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50759 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021032
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joe Rivera, 1952-07-18, 3 records, Verified
Evidence
Matched against ENR-102261
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7c0a26dbcc2026-10-22 12:43:54, matching_agentidentity id MBR-021032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102261
- Record linked automaticallye349d40a412026-10-19 19:54:38, matching_agentidentity id MBR-021032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102261
- Record linked automatically8f68a4c9172026-10-19 19:52:09, matching_agentidentity id MBR-021032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102261
- Record linked automaticallyd886a621322026-10-19 19:45:42, matching_agentidentity id MBR-021032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102261
- Record linked automaticallyc210694d972026-10-19 19:32:31, matching_agentidentity id MBR-021032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102261
- Record linked automatically1d2f1bb3c82026-10-19 19:31:28, scoring_agentidentity id MBR-026867, confidence 1, method probabilistic, matched record CLM-401725, policy version 1