Record, CLM, bronze and silver
CLM-404976
Received 2026-07-07T09:04:19Z, line 41,436 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 | Marshall, Jack | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Marshall | Changed |
| Date of birth | N/A | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | UHC-15423-91 | UHC-15423-91 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 430-269-6871 | 4302696871 | Parsed |
| NULL | — | Cleared | |
| Address | ·4285 MAIN STREET | 4285 Main St | Changed |
| City | MESA | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-8836 | GRP-8836 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.22
- Name key
- john|marshall
- Address key
- 4285|main|mesa
- Canonical first
- john
Quality flags
9 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth missingDate of birth absent or a null token; left empty
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-404978 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-52174 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-106549 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-404977 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-404975 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016796
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Jack Marshall, 1963-06-13, 6 records, Verified
Evidence
Matched against ENR-106549
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallye6c3277aee2026-10-19 19:54:38, matching_agentidentity id MBR-016796, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-106549
- Record linked automatically4c934d16f92026-10-19 19:52:09, matching_agentidentity id MBR-016796, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-106549
- Record linked automaticallyee9c170ab52026-10-19 19:45:42, matching_agentidentity id MBR-016796, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-106549
- Record linked automatically0abb4862e62026-10-19 19:32:31, matching_agentidentity id MBR-016796, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-106549
- Record linked automatically02fc3d4a9f2026-10-19 19:31:28, scoring_agentidentity id MBR-001364, confidence 1, method probabilistic, matched record ENR-106531, policy version 1