Record, CLM, bronze and silver
CLM-416135
Received 2026-04-25T17:26:41Z, line 31,340 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 | EMMA | Emma | Changed |
| Middle | — | — | Unchanged |
| Last name | PARK | Park | Changed |
| Date of birth | 9/22/1952 | 1952-09-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC6793693 | UHC-67936-93 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 2157 Ridge Road | 2157 Ridge Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93791 | 93791 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- emma|park
- Address key
- 2157|ridge|93791
- Canonical first
- emma
Quality flags
6 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
- 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-121221 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416136 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010195
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emma Park, 1952-09-22, 4 records, Verified
Evidence
Matched against CLM-416136
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically6331dc26222026-10-22 12:43:54, matching_agentidentity id MBR-010195, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416136
- Record linked automatically2facb3c19d2026-10-19 19:54:38, matching_agentidentity id MBR-010195, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416136
- Record linked automaticallye2db46e9642026-10-19 19:52:09, matching_agentidentity id MBR-010195, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416136
- Record linked automaticallybc402864672026-10-19 19:45:42, matching_agentidentity id MBR-010195, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416136
- Record linked automatically059e0390472026-10-19 19:32:31, matching_agentidentity id MBR-010195, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416136
- Record linked automatically9d15788e802026-10-19 19:31:28, scoring_agentidentity id MBR-001032, confidence 1, method probabilistic, matched record CLM-416134, policy version 1