Record, CLM, bronze and silver
CLM-418708
Received 2026-02-04T20:58:33Z, line 8,534 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | CARPENTER | Carpenter | Changed |
| Date of birth | 12/26/04 | 2004-12-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-19794-40 | UHC-19794-40 | Unchanged |
| SSN | •••-••-2403 | •••-••-2403 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 1416 SPRING STREET | 1416 Spring St | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85215 | 85215 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.48
- Name key
- michelle|carpenter
- Address key
- 1416|spring|85215
- Canonical first
- michelle
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| PRV-25548 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418707 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124620 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-25549 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010448
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michelle Carpenter, 2004-12-26, 5 records, Verified
Evidence
Matched against PRV-25548
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically6a2fcfede12026-10-19 19:54:38, matching_agentidentity id MBR-010448, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25548
- Record linked automatically21c5d0c9632026-10-19 19:52:09, matching_agentidentity id MBR-010448, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25548
- Record linked automatically2cc01b03672026-10-19 19:45:42, matching_agentidentity id MBR-010448, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25548
- Record linked automatically7a26d83e412026-10-19 19:32:31, matching_agentidentity id MBR-010448, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25548
- Record linked automatically9d5509da342026-10-19 19:31:28, matching_agentidentity id MBR-018276, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124455