Record, CLM, bronze and silver
CLM-423410
Received 2026-02-07T07:40:34Z, line 4,940 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 | SHAW | Shaw | Changed |
| Date of birth | 1945-12-13 | 1945-12-13 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-95009-85 | UHC-95009-85 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (989) 426-8957 | 9894268957 | Parsed |
| N/A | — | Cleared | |
| Address | ·8639 Indian School Road | 8639 Indian School Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85296 | 85296 | Unchanged |
| Group | null | — | Cleared |
| Plan | CORE-HMO·· | CORE-HMO | Changed |
- Quality score
- 0.64
- Name key
- nicole|shaw
- Address key
- 8639|indian school|85296
- Canonical first
- nicole
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-130608 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130609 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011111
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Shaw, 1945-12-13, 3 records, Verified
Evidence
Matched against ENR-130608
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4f5a15a9992026-10-22 12:43:54, matching_agentidentity id MBR-011111, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130608
- Record linked automatically063f550b332026-10-19 19:54:38, matching_agentidentity id MBR-011111, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130608
- Record linked automatically57f4b222122026-10-19 19:52:09, matching_agentidentity id MBR-011111, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130608
- Record linked automaticallyf8cf8fe0072026-10-19 19:45:42, matching_agentidentity id MBR-011111, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130608
- Record linked automaticallye2df6027ff2026-10-19 19:32:31, matching_agentidentity id MBR-011111, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130608
- Record linked automatically733c793d7d2026-10-19 19:31:28, matching_agentidentity id MBR-010369, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130838