Record, CLM, bronze and silver
CLM-404446
Received 2026-01-02T20:21:01Z, line 63,611 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 | SANDRA | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | KIM | Kim | Changed |
| Date of birth | 01/07/1996 | 1996-01-07 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-76520-73 | UHC-76520-73 | Unchanged |
| SSN | •••-••-8404 | •••-••-8404 | Unchanged |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 4930 APACHE BOULEVARD | 4930 Apache Blvd | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92144 | 92144 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- sandra|kim
- Address key
- 4930|apache|92144
- Canonical first
- sandra
Quality flags
5 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)
- 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
- 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 |
|---|---|---|---|---|
| CLM-404445 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105866 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404444 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404443 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000585
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sandra Kim, 1996-01-07, 5 records, Verified
Evidence
Matched against CLM-404445
| 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 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyec4d9f94ad2026-10-19 19:54:38, matching_agentidentity id MBR-000585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404445
- Record linked automatically735c48b3d32026-10-19 19:52:08, matching_agentidentity id MBR-000585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404445
- Record linked automatically393e97752c2026-10-19 19:45:41, matching_agentidentity id MBR-000585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404445
- Record linked automatically854d44b2b52026-10-19 19:32:31, matching_agentidentity id MBR-000585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404445
- Record linked automatically1a634f64a82026-10-19 19:31:28, matching_agentidentity id MBR-024025, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21317