Record, CLM, bronze and silver
CLM-407663
Received 2026-05-15T20:44:55Z, line 83,116 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 | Dean, Shirley | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Dean | Changed |
| Date of birth | 1993-10-19 | 1993-10-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-15898-83 | UHC-15898-83 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | 3967 MESA DR | 3967 Mesa Dr | Changed |
| City | MIAMI·· | Miami | Changed |
| State | FL·· | FL | Changed |
| ZIP | 33140 | 33140 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- shirley|dean
- Address key
- 3967|mesa|33140
- Canonical first
- shirley
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- 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-407662 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-110056 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010043
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Dean, 1993-10-19, 3 records, Verified
Evidence
Matched against CLM-407662
| 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 automatically96291fec412026-10-22 12:43:54, matching_agentidentity id MBR-010043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407662
- Record linked automaticallya74b0bc4952026-10-19 19:54:38, matching_agentidentity id MBR-010043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407662
- Record linked automatically4d26fab5312026-10-19 19:52:09, matching_agentidentity id MBR-010043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407662
- Record linked automaticallyc4faa31eec2026-10-19 19:45:42, matching_agentidentity id MBR-010043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407662
- Record linked automaticallyf9aea438a02026-10-19 19:32:31, matching_agentidentity id MBR-010043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407662
- Record linked automatically90836db7e22026-10-19 19:31:28, scoring_agentidentity id MBR-001511, confidence 0.982, method probabilistic, matched record ENR-110029, policy version 1