Record, CLM, bronze and silver
CLM-414848
Received 2026-08-26T20:20:53Z, line 34,153 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 | Hughes, Pamela | Pamela | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Hughes | Changed |
| Date of birth | 19620224 | 1962-02-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-75410-20 | UHC-75410-20 | Unchanged |
| SSN | •••-••-9847 | •••-••-9847 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | null | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.82
- Name key
- pamela|hughes
- Address key
- —
- Canonical first
- pamela
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-119533 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414849 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-414847 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-24357 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012222
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Pamela Hughes, 1962-02-24, 5 records, Verified
Evidence
Matched against ENR-119533
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically3ad4edd6672026-10-22 12:43:54, matching_agentidentity id MBR-012222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119533
- Record linked automatically9b6f5c31b22026-10-19 19:54:38, matching_agentidentity id MBR-012222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119533
- Record linked automatically3ca91b5a542026-10-19 19:52:09, matching_agentidentity id MBR-012222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119533
- Record linked automaticallyf8dc82c53a2026-10-19 19:45:42, matching_agentidentity id MBR-012222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119533
- Record linked automatically432450e5a22026-10-19 19:32:31, matching_agentidentity id MBR-012222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119533
- Record linked automaticallya3e740e8b52026-10-19 19:31:28, scoring_agentidentity id MBR-021577, confidence 1, method probabilistic, matched record TPA-56449, policy version 1