Record, CLM, bronze and silver
CLM-408323
Received 2026-09-30T17:26:37Z, line 5,965 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 | LARRY | Larry | Changed |
| Middle | ···· | — | Unchanged |
| Last name | JONES | Jones | Changed |
| Date of birth | 6/4/1950 | 1950-06-04 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-94064-39 | UHC-94064-39 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 6613 Jefferson Avenue | 6613 Jefferson Ave | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75089 | 75089 | Unchanged |
| Group | GRP-9933 | GRP-9933 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- larry|jones
- Address key
- 6613|jefferson|75089
- Canonical first
- larry
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-408324 | 1.00 | Scored | — | Auto-linked |
| ENR-110984 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-110983 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408325 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003991
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Jones, 1950-06-04, 5 records, Verified
Evidence
Matched against CLM-408324
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically59b4acdff62026-10-19 19:54:38, scoring_agentidentity id MBR-003991, confidence 1, method probabilistic, matched record CLM-408324, policy version 1
- Record linked automaticallyf9e3a1e7502026-10-19 19:52:08, scoring_agentidentity id MBR-003991, confidence 1, method probabilistic, matched record CLM-408324, policy version 1
- Record linked automatically822650ec052026-10-19 19:45:42, scoring_agentidentity id MBR-003991, confidence 1, method probabilistic, matched record CLM-408324, policy version 1
- Record linked automaticallyaf8e763b162026-10-19 19:32:31, scoring_agentidentity id MBR-003991, confidence 1, method probabilistic, matched record CLM-408324, policy version 1
- Record linked automatically02d8c52d502026-10-19 19:31:28, matching_agentidentity id MBR-025213, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408324