Record, CLM, bronze and silver
CLM-420517
Received 2026-06-13T19:20:08Z, line 67,904 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | MURPHY | Murphy | Changed |
| Date of birth | 01/17/1951·· | 1951-01-17 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | NULL | — | Cleared |
| State | ·N/A | — | Cleared |
| ZIP | ·- | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- michelle|murphy
- Address key
- —
- Canonical first
- michelle
Quality flags
5 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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-126994 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034781
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Murphy, 1951-01-17, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0039720.83Open
Audit
1 hash-chained entry for this record
- Record linked automatically2683bb22c12026-10-19 19:31:28, scoring_agentidentity id MBR-034581, confidence 1, method probabilistic, matched record TPA-58948, policy version 1