Record, CLM, bronze and silver
CLM-403056
Received 2026-03-25T13:18:12Z, line 91,908 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 | KIMBERLY·· | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 4/10/1961 | 1961-04-10 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-60403-35 | UHC-60403-35 | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | — | — | Unchanged |
| ···· | — | Unchanged | |
| Address | ·null | — | Cleared |
| City | UNKNOWN·· | — | Cleared |
| State | - | — | Cleared |
| ZIP | null | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- kimberly|espinoza
- Address key
- —
- Canonical first
- kimberly
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 |
|---|---|---|---|---|
| CLM-403057 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103952 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021977
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kimberly Espinoza, 1961-04-10, 3 records, Verified
Evidence
Matched against CLM-403057
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf9fc92f6a92026-10-22 12:43:54, matching_agentidentity id MBR-021977, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403057
- Record linked automaticallyd18d7e61002026-10-19 19:54:38, matching_agentidentity id MBR-021977, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403057
- Record linked automaticallyf1693ad3362026-10-19 19:52:09, matching_agentidentity id MBR-021977, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403057
- Record linked automatically81f3d49cc92026-10-19 19:45:42, matching_agentidentity id MBR-021977, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403057
- Record linked automatically476b91a84f2026-10-19 19:32:31, matching_agentidentity id MBR-021977, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403057
- Record linked automatically0c2b2702fc2026-10-19 19:31:28, scoring_agentidentity id MBR-010032, confidence 1, method probabilistic, matched record TPA-51393, policy version 1