Record, CLM, bronze and silver
CLM-408179
Received 2026-08-19T20:34:48Z, line 54,662 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 | LINDA | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | MUNOZ | Munoz | Changed |
| Date of birth | 01/13/1988 | 1988-01-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-59937-01 | UHC-59937-01 | Unchanged |
| SSN | •••-••-7363 | •••-••-7363 | Unchanged |
| Phone | — | — | Unchanged |
| linda.munoz77@outlook.com | linda.munoz77@outlook.com | Unchanged | |
| Address | - | — | Cleared |
| City | null | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.94
- Name key
- linda|munoz
- Address key
- —
- Canonical first
- linda
Quality flags
3 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)
- 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-53595 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408178 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042003
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Linda Munoz, 1988-01-13, 2 records, Verified
Evidence
Matched against TPA-53595
| 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 automaticallyd8974458542026-10-19 19:54:39, matching_agentidentity id MBR-042003, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53595
- Record linked automaticallyf72d90e2f72026-10-19 19:52:09, matching_agentidentity id MBR-042003, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53595
- Record linked automatically41cec91e572026-10-19 19:45:42, matching_agentidentity id MBR-042003, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53595
- Record linked automatically4b3b8a76332026-10-19 19:32:31, matching_agentidentity id MBR-042003, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53595
- Record linked automaticallyc1373363822026-10-19 19:31:28, matching_agentidentity id MBR-002240, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-53602