Record, CLM, bronze and silver
CLM-401376
Received 2026-10-14T15:18:22Z, line 9,233 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 | Simpson, Nicoole | Nicoole | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Simpson | Changed |
| Date of birth | 11-11-1969 | 1969-11-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-07493-84 | UHC-07493-84 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 802 Ridge Road | 802 Ridge Rd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37233 | 37233 | Unchanged |
| Group | GRP-8929 | GRP-8929 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.66
- Name key
- nicoole|simpson
- Address key
- 802|ridge|37233
- Canonical first
- nicoole
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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| TPA-50602 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20428 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101759 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017902
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Simpson, 1969-11-11, 4 records, Verified
Evidence
Matched against TPA-50602
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallycbe4b004d92026-10-19 19:54:38, matching_agentidentity id MBR-017902, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50602
- Record linked automatically85be9fa7e52026-10-19 19:52:09, matching_agentidentity id MBR-017902, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50602
- Record linked automaticallyd481ad6e1e2026-10-19 19:45:42, matching_agentidentity id MBR-017902, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50602
- Record linked automatically2fe61040152026-10-19 19:32:31, matching_agentidentity id MBR-017902, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50602
- Record linked automatically41993839a62026-10-19 19:31:28, scoring_agentidentity id MBR-009182, confidence 1, method probabilistic, matched record PRV-20417, policy version 1