Record, CLM, bronze and silver
CLM-432702
Received 2026-02-15T21:59:47Z, line 64,892 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 | JACK | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | KELLY | Kelly | Changed |
| Date of birth | 1977-05-26 | 1977-05-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-23475-39 | UHC-23475-39 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 9572815 | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6237 Harbor Boulevard | 6237 Harbor Blvd | Changed |
| City | Seattle | Seattle | Unchanged |
| State | Washington | WA | Changed |
| ZIP | 98176 | 98176 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- john|kelly
- Address key
- 6237|harbor|98176
- Canonical first
- john
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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
- 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-432703 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142943 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142941 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142942 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000084
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jack Kelly, 1977-05-26, 5 records, Verified
Evidence
Matched against ENR-142941
| 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
5 hash-chained entries for this record
- Record linked automaticallyba59b4b3492026-10-19 19:54:38, matching_agentidentity id MBR-000084, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142941
- Record linked automatically0d9431d0902026-10-19 19:52:08, matching_agentidentity id MBR-000084, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142941
- Record linked automatically837209c99a2026-10-19 19:45:41, matching_agentidentity id MBR-000084, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142941
- Record linked automaticallyd5c69638262026-10-19 19:32:30, matching_agentidentity id MBR-000084, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142941
- Record linked automatically81250b976c2026-10-19 19:31:28, scoring_agentidentity id MBR-008292, confidence 1, method probabilistic, matched record TPA-64299, policy version 1