Record, CLM, bronze and silver
CLM-415272
Received 2026-09-21T15:06:09Z, line 5,116 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 | Kimberly | Kimberly | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Marquez | Marquez | Unchanged |
| Date of birth | May 15, 1942 | 1942-05-15 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | UHC-94929-40 | UHC-94929-40 | Unchanged |
| SSN | •••-••-0388 | •••-••-0388 | Unchanged |
| Phone | 2302544 | — | Cleared |
| KIMBERLY.MARQUEZ@AOL.COM | kimberly.marquez@aol.com | Changed | |
| Address | 1432 VALLEY VIEW DRIVE | 1432 Valley View Dr | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89170 | 89170 | Unchanged |
| Group | GRP-3132 | GRP-3132 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- kimberly|marquez
- Address key
- 1432|valley view|89170
- Canonical first
- kimberly
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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
- 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-120130 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-120129 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415271 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-120131 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415273 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-56717 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000016
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kimberly Marquez, 1942-05-15, 6 records, Verified
Evidence
Matched against ENR-120130
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf19327a7872026-10-19 19:54:38, matching_agentidentity id MBR-000016, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120130
- Record linked automaticallyd18705be302026-10-19 19:52:08, matching_agentidentity id MBR-000016, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120130
- Record linked automaticallyd2ba7d141b2026-10-19 19:45:41, matching_agentidentity id MBR-000016, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120130
- Record linked automatically9f0e29db692026-10-19 19:32:30, matching_agentidentity id MBR-000016, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120130
- Record linked automaticallyd6234f45692026-10-19 19:31:28, scoring_agentidentity id MBR-014583, confidence 1, method probabilistic, matched record CLM-415273, policy version 1