Record, CLM, bronze and silver
CLM-414393
Received 2026-06-07T12:37:54Z, line 53,658 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 | Spencer, Jacqueline | Jacqueline | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Spencer | Changed |
| Date of birth | Jun 24, 1958 | 1958-06-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-18603-59 | UHC-18603-59 | Unchanged |
| SSN | •••-••-4314 | •••-••-4314 | Unchanged |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.82
- Name key
- jacqueline|spencer
- Address key
- —
- Canonical first
- jacqueline
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 |
|---|---|---|---|---|
| CLM-414394 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-118950 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024244
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jacqueline Spencer, 1958-06-24, 3 records, Verified
Evidence
Matched against CLM-414394
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.91 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyab48da39b42026-10-19 19:54:38, matching_agentidentity id MBR-024244, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414394
- Record linked automatically1fe206fb132026-10-19 19:52:09, matching_agentidentity id MBR-024244, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414394
- Record linked automatically570e7dea812026-10-19 19:45:42, matching_agentidentity id MBR-024244, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414394
- Record linked automatically03062002d32026-10-19 19:32:31, matching_agentidentity id MBR-024244, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414394
- Record linked automaticallycf579ef3f62026-10-19 19:31:28, scoring_agentidentity id MBR-018040, confidence 1, method probabilistic, matched record CLM-414396, policy version 1