Record, CLM, bronze and silver
CLM-403502
Received 2026-10-18T16:39:35Z, line 86,485 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 | Duncan, Lori | Lori | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Duncan | Changed |
| Date of birth | 1965-10-18 | 1965-10-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-77386-40 | UHC-77386-40 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| null | — | Cleared | |
| Address | 2740 Oak Street | 2740 Oak St | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75093-9423 | 75093 | Changed |
| Group | GRP-2895 | GRP-2895 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.54
- Name key
- lori|duncan
- Address key
- 2740|oak|75093
- Canonical first
- lori
Quality flags
5 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-403501 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104545 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018601
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lori Duncan, 1965-10-18, 3 records, Verified
Evidence
Matched against CLM-403501
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically66fd20d0672026-10-19 19:54:38, matching_agentidentity id MBR-018601, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403501
- Record linked automaticallya67ec8f7612026-10-19 19:52:09, matching_agentidentity id MBR-018601, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403501
- Record linked automatically67f17f39e52026-10-19 19:45:42, matching_agentidentity id MBR-018601, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403501
- Record linked automaticallya3b5a82a412026-10-19 19:32:31, matching_agentidentity id MBR-018601, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403501
- Record linked automaticallyefd0ea3ac42026-10-19 19:31:28, scoring_agentidentity id MBR-012486, confidence 0.937, method probabilistic, matched record CLM-403503, policy version 1