Record, CLM, bronze and silver
CLM-412415
Received 2026-02-14T05:18:09Z, line 16,240 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 | Smith, Virginia | Virginia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Smith | Changed |
| Date of birth | 07-08-1963 | 1963-08-07 | Parsed |
| Gender | ·UNKNOWN | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-8007 | •••-••-8007 | Unchanged |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | N/A | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | null | — | Cleared |
| ZIP | - | — | Cleared |
| Group | ·null | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.82
- Name key
- virginia|smith
- Address key
- —
- Canonical first
- virginia
Quality flags
3 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 reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-116328 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-23590 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012954
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Virginia Smith, 1963-08-07, 3 records, Verified
Evidence
Matched against ENR-116328
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically03b1aeb31f2026-10-19 19:54:38, matching_agentidentity id MBR-012954, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116328
- Record linked automaticallyd3b0565ba52026-10-19 19:52:09, matching_agentidentity id MBR-012954, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116328
- Record linked automatically32b4eace352026-10-19 19:45:42, matching_agentidentity id MBR-012954, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116328
- Record linked automatically323ffef7d12026-10-19 19:32:31, matching_agentidentity id MBR-012954, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116328
- Record linked automatically68f1eabf432026-10-19 19:31:28, scoring_agentidentity id MBR-001387, confidence 1, method probabilistic, matched record ENR-116450, policy version 1