Record, CLM, bronze and silver
CLM-405878
Received 2026-01-08T19:25:22Z, line 16,266 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 | ·Rmaos | Rmaos | Changed |
| Middle | L. | L | Changed |
| Last name | Deborah | Deborah | Unchanged |
| Date of birth | 05/03/96 | 1996-05-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-13452-14 | UHC-13452-14 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-9860 | GRP-9860 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.82
- Name key
- rmaos|deborah
- Address key
- —
- Canonical first
- rmaos
Quality flags
3 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-405877 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-107728 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405876 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002504
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Ramos, 1996-05-03, 4 records, Verified
Evidence
Matched against CLM-405877
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically50fef1c4102026-10-19 19:54:38, matching_agentidentity id MBR-002504, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405877
- Record linked automatically17fcc86c1a2026-10-19 19:52:08, matching_agentidentity id MBR-002504, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405877
- Record linked automaticallye62e34b84c2026-10-19 19:45:41, matching_agentidentity id MBR-002504, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405877
- Record linked automaticallyf63d0c59ac2026-10-19 19:32:31, matching_agentidentity id MBR-002504, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405877
- Record linked automatically055cbc542f2026-10-19 19:31:28, scoring_agentidentity id MBR-034274, confidence 1, method probabilistic, matched record ENR-107686, policy version 1