Record, CLM, bronze and silver
CLM-427229
Received 2026-02-02T06:20:29Z, line 73,054 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 | ·Nguyen, Kevin | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nguyen | Changed |
| Date of birth | 1977-12-18·· | 1977-12-18 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-97416-97 | UHC-97416-97 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 7796140733·· | 7796140733 | Parsed |
| KEVIN.NGUYEN44@PROTON.ME | kevin.nguyen44@proton.me | Changed | |
| Address | 3474 PALM DR | 3474 Palm Dr | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85282 | 85282 | Unchanged |
| Group | GRP-5340 | GRP-5340 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- kevin|nguyen
- Address key
- 3474|palm|85282
- Canonical first
- kevin
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| TPA-62033 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135710 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427230 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004096
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kevin Nguyen, 1977-12-18, 4 records, Verified
Evidence
Matched against CLM-427230
| 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
6 hash-chained entries for this record
- Record linked automatically76a3bced432026-10-22 12:43:53, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427230
- Record linked automatically97b2d223792026-10-19 19:54:38, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427230
- Record linked automatically22c16f798a2026-10-19 19:52:08, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427230
- Record linked automatically9785f066dd2026-10-19 19:45:42, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427230
- Record linked automatically975d5224502026-10-19 19:32:31, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427230
- Record linked automatically382e43cbf82026-10-19 19:31:28, matching_agentidentity id MBR-004398, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136046