Record, CLM, bronze and silver
CLM-404977
Received 2026-07-01T01:37:42Z, line 8,287 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Marshall | Marshall | Unchanged |
| Date of birth | 1963-06-13 | 1963-06-13 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-15423-91 | UHC-15423-91 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (430) 269-6871 | 4302696871 | Parsed |
| — | — | Unchanged | |
| Address | ·· | — | Unchanged |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | ·· | — | Unchanged |
| Group | GRP-8836 | GRP-8836 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- john|marshall
- Address key
- —
- Canonical first
- john
Quality flags
3 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| CLM-404975 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404978 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| 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-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 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb0769a9e522026-10-19 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 automatically592f34e10b2026-10-19 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 automatically2d9fc6a7532026-10-19 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 automatically03548795842026-10-19 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 automaticallyb088bb49752026-10-19 19:31:28, scoring_agentidentity id MBR-034406, confidence 1, method probabilistic, matched record ENR-106532, policy version 1