Record, CLM, bronze and silver
CLM-404978
Received 2026-07-29T16:02:45Z, line 92,761 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 | MARSHALL | Marshall | Changed |
| Date of birth | 19630613 | 1963-06-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-15423-91 | UHC-15423-91 | Unchanged |
| SSN | null | — | Cleared |
| Phone | ·null | — | Cleared |
| - | — | Cleared | |
| Address | 4285 MAIN STREET Apt 15 | 4285 Main St Apt 15 | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85263 | 85263 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.60
- Name key
- john|marshall
- Address key
- 4285|main|85263
- Canonical first
- john
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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-52174 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106549 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404977 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404975 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404976 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016796
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jack Marshall, 1963-06-13, 6 records, Verified
Evidence
Matched against ENR-106549
| 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 automaticallyb79103efcf2026-10-19 19:54:38, matching_agentidentity id MBR-016796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106549
- Record linked automaticallyfe23deda002026-10-19 19:52:09, matching_agentidentity id MBR-016796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106549
- Record linked automaticallya4b4b2d7a52026-10-19 19:45:42, matching_agentidentity id MBR-016796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106549
- Record linked automatically412fc174a72026-10-19 19:32:31, matching_agentidentity id MBR-016796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106549
- Record linked automatically775a503e552026-10-19 19:31:28, scoring_agentidentity id MBR-001816, confidence 1, method probabilistic, matched record TPA-52229, policy version 1