Record, CLM, bronze and silver
CLM-403088
Received 2026-07-25T09:10:00Z, line 4,386 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Frank | Frank | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Ramireez | Ramireez | Changed |
| Date of birth | 1974-09-09 | 1974-09-09 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | ·- | — | Cleared |
| — | — | Unchanged | |
| Address | N/A·· | — | Cleared |
| City | N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-0296 | GRP-0296 | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.96
- Name key
- frank|ramireez
- Address key
- —
- Canonical first
- frank
Quality flags
2 raised during normalisation
- 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-51315 | 0.74 | Scored | — | Sent to steward |
| ENR-103991 | 0.74 | Scored | — | Sent to steward |
| CLM-403089 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039569
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Ramireez, 1974-09-09, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0042430.74Open
Audit
1 hash-chained entry for this record
- Record linked automatically4deda19dcf2026-10-19 19:31:28, scoring_agentidentity id MBR-026719, confidence 1, method probabilistic, matched record CLM-403089, policy version 1