Record, CLM, bronze and silver
CLM-417606
Received 2026-01-18T03:51:41Z, line 41,859 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ARTHUR | Arthur | Changed |
| Middle | — | — | Unchanged |
| Last name | GIBSON·· | Gibson | Changed |
| Date of birth | 1982-09-25 | 1982-09-25 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-31926-06 | UHC-31926-06 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6998 CEDAR LANE | 6998 Cedar Ln | Changed |
| City | Austin | Austin | Unchanged |
| State | Texas | TX | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-1746 | GRP-1746 | Unchanged |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.48
- Name key
- arthur|gibson
- Address key
- 6998|cedar|austin
- Canonical first
- arthur
Quality flags
8 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- Plan code upper-casedPlan code upper-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 |
|---|---|---|---|---|
| PRV-25219 | 1.00 | Scored | — | Auto-linked |
| CLM-417604 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417605 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417603 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25218 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000262
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Gibson, 1982-09-25, 6 records, Verified
Evidence
Matched against PRV-25219
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyd468e4e4d32026-10-19 19:54:38, scoring_agentidentity id MBR-000262, confidence 1, method probabilistic, matched record PRV-25219, policy version 1
- Record linked automaticallyab3f3f6d792026-10-19 19:52:08, scoring_agentidentity id MBR-000262, confidence 1, method probabilistic, matched record PRV-25219, policy version 1
- Record linked automatically1c793722002026-10-19 19:45:41, scoring_agentidentity id MBR-000262, confidence 1, method probabilistic, matched record PRV-25219, policy version 1
- Record linked automaticallyac29fd89232026-10-19 19:32:31, scoring_agentidentity id MBR-000262, confidence 1, method probabilistic, matched record PRV-25219, policy version 1