Record, CLM, bronze and silver
CLM-419410
Received 2026-04-10T06:29:25Z, line 18,217 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 | DEBRA·· | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | COX·· | Cox | Changed |
| Date of birth | 19930622 | 1993-06-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-62132-15·· | UHC-62132-15 | Parsed |
| SSN | — | — | Unchanged |
| Phone | ·(282) 908-3125 | 2829083125 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8967 Desert Sky Boulevard | 8967 Desert Sky Blvd | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | Ohio | OH | Changed |
| ZIP | ·43297 | 43297 | Changed |
| Group | GRP-3717 | GRP-3717 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.58
- Name key
- debra|cox
- Address key
- 8967|desert sky|43297
- Canonical first
- debra
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-419411 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58574 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419409 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125566 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125565 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019798
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Debra Cox, 1993-06-22, 6 records, Verified
Evidence
Matched against ENR-125565
| 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
5 hash-chained entries for this record
- Record linked automaticallyf77395cb5f2026-10-19 19:54:38, matching_agentidentity id MBR-019798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125565
- Record linked automatically86384b7e4b2026-10-19 19:52:09, matching_agentidentity id MBR-019798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125565
- Record linked automatically210693b9532026-10-19 19:45:42, matching_agentidentity id MBR-019798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125565
- Record linked automatically6fd6c11b9c2026-10-19 19:32:31, matching_agentidentity id MBR-019798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125565
- Record linked automatically9ef1e3aeb32026-10-19 19:31:28, matching_agentidentity id MBR-005213, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419411