Record, CLM, bronze and silver
CLM-430011
Received 2026-07-22T01:43:00Z, line 7,948 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 | LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | GARCIA | Garcia | Changed |
| Date of birth | 9/11/1952 | 1952-09-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-62291-99 | UHC-62291-99 | Parsed |
| SSN | - | — | Cleared |
| Phone | null·· | — | Cleared |
| — | — | Unchanged | |
| Address | 3651 HARBOR BLVD | 3651 Harbor Blvd | Changed |
| City | ·Fresno | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93741 | 93741 | Unchanged |
| Group | — | — | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.72
- Name key
- larry|garcia
- Address key
- 3651|harbor|93741
- Canonical first
- larry
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- Plan code upper-casedPlan 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-139341 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430012 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031412
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Garcia, 1952-09-11, 3 records, Verified
Evidence
Matched against ENR-139341
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb96b82c1102026-10-22 12:43:54, matching_agentidentity id MBR-031412, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139341
- Record linked automatically4128b5ee232026-10-19 19:54:38, matching_agentidentity id MBR-031412, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139341
- Record linked automatically29cd3d82042026-10-19 19:52:09, matching_agentidentity id MBR-031412, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139341
- Record linked automatically3f09cb7ee32026-10-19 19:45:42, matching_agentidentity id MBR-031412, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139341
- Record linked automaticallybb4882c6722026-10-19 19:32:31, matching_agentidentity id MBR-031412, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139341
- Record linked automaticallya20eff99d42026-10-19 19:31:28, matching_agentidentity id MBR-026226, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-139603