Record, CLM, bronze and silver
CLM-403438
Received 2026-08-24T09:57:58Z, line 34,290 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 | NICOLE | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | SANDERS | Sanders | Changed |
| Date of birth | 1955-06-06 | 1955-06-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-28472-75 | UHC-28472-75 | Unchanged |
| SSN | •••-••-0543 | •••-••-0543 | Unchanged |
| Phone | — | — | Unchanged |
| NICOLE.SANDERS@YAHOO.COM·· | nicole.sanders@yahoo.com | Changed | |
| Address | 329 Jefferson Avenue | 329 Jefferson Ave | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43218 | 43218 | Unchanged |
| Group | GRP-9403 | GRP-9403 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- nicole|sanders
- Address key
- 329|jefferson|43218
- Canonical first
- nicole
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| ENR-104466 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403437 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104465 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000652
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Sanders, 1955-06-06, 4 records, Verified
Evidence
Matched against ENR-104466
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyff82ec66632026-10-19 19:54:38, matching_agentidentity id MBR-000652, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104466
- Record linked automaticallyad14e688512026-10-19 19:52:08, matching_agentidentity id MBR-000652, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104466
- Record linked automatically3aad2d29b72026-10-19 19:45:41, matching_agentidentity id MBR-000652, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104466
- Record linked automaticallyd7518694fd2026-10-19 19:32:31, matching_agentidentity id MBR-000652, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104466
- Record linked automatically369bfaa5f32026-10-19 19:31:28, scoring_agentidentity id MBR-033039, confidence 1, method probabilistic, matched record ENR-104494, policy version 1