Record, CLM, bronze and silver
CLM-424054
Received 2026-08-31T19:24:34Z, line 98,302 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 | ·Gibzon | Gibzon | Changed |
| Date of birth | 2004-07-23 | 2004-07-23 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-59029-58 | UHC-59029-58 | Unchanged |
| SSN | •••-••-9325 | •••-••-9325 | Unchanged |
| Phone | 809-543-6886 | 8095436886 | Parsed |
| — | — | Unchanged | |
| Address | 3019 MESA DR | 3019 Mesa Dr | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77092 | 77092 | Unchanged |
| Group | GRP-2459 | GRP-2459 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- kimberly|gibzon
- Address key
- 3019|mesa|77092
- Canonical first
- kimberly
Quality flags
4 raised during normalisation
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-424052 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131445 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424053 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002850
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kimberly Gibson, 2004-07-23, 4 records, Verified
Evidence
Matched against CLM-424052
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically35322d383f2026-10-22 12:43:53, matching_agentidentity id MBR-002850, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424052
- Record linked automatically5269d250222026-10-19 19:54:38, matching_agentidentity id MBR-002850, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424052
- Record linked automaticallyf3f3b0a07d2026-10-19 19:52:08, matching_agentidentity id MBR-002850, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424052
- Record linked automatically861d07f9232026-10-19 19:45:41, matching_agentidentity id MBR-002850, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424052
- Record linked automatically527eb26e992026-10-19 19:32:31, matching_agentidentity id MBR-002850, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424052
- Record linked automaticallyee9fec2f0b2026-10-19 19:31:28, scoring_agentidentity id MBR-002398, confidence 0.98, method probabilistic, matched record ENR-131655, policy version 1