Record, CLM, bronze and silver
CLM-424053
Received 2026-07-27T09:04:44Z, line 20,111 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | gisbon | Gisbon | 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 | NULL | — | Cleared |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 3019 Mesa Drive | 3019 Mesa Dr | Changed |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | — | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- kimberly|gisbon
- Address key
- 3019|mesa|houston
- Canonical first
- kimberly
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- ZIP missingStreet address present but no ZIP supplied
- 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-424054 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424052 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131445 | 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 | 0.97 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallya994d8a9652026-10-22 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 automaticallye1f35a47de2026-10-19 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 automaticallyf706d80ee32026-10-19 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 automatically671614a9992026-10-19 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 automatically7785cf561e2026-10-19 19:32:31, matching_agentidentity id MBR-002850, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424052