Record, CLM, bronze and silver
CLM-405712
Received 2026-10-14T06:20:39Z, line 8,088 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 | LIS | Lis | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDSON | Richardson | Changed |
| Date of birth | 10-06-1990 | 1990-06-10 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-29830-20 | UHC-29830-20 | Unchanged |
| SSN | •••-••-9983 | •••-••-9983 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | 7253 ELM STREET #117·· | 7253 Elm St # 117 | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | California | CA | Changed |
| ZIP | 90080 | 90080 | Unchanged |
| Group | GRP-3579 | GRP-3579 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.36
- Name key
- lis|richardson
- Address key
- 7253|elm|90080
- Canonical first
- lis
Quality flags
8 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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 name converted to codeFull state name replaced by its two-letter USPS code
- 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-107514 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405711 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-52524 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027348
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Luis Richardson, 1990-06-10, 4 records, Verified
Evidence
Matched against ENR-107514
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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
5 hash-chained entries for this record
- Record linked automatically0c4ae950312026-10-19 19:54:38, matching_agentidentity id MBR-027348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107514
- Record linked automatically70f6dd09b72026-10-19 19:52:09, matching_agentidentity id MBR-027348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107514
- Record linked automatically40d98c0dba2026-10-19 19:45:42, matching_agentidentity id MBR-027348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107514
- Record linked automatically253f212be22026-10-19 19:32:31, matching_agentidentity id MBR-027348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107514
- Record linked automaticallyed6d112d882026-10-19 19:31:28, scoring_agentidentity id MBR-003206, confidence 1, method probabilistic, matched record ENR-107469, policy version 1