Record, CLM, bronze and silver
CLM-405332
Received 2026-07-15T18:53:28Z, line 41,143 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 | JUSTIN | Justin | Changed |
| Middle | L.·· | L | Changed |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 23-07-1971 | 1971-07-23 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-06114-95 | UHC-06114-95 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | 4094 Market Street | 4094 Market St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1038 | GRP-1038 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- justin|arnold
- Address key
- 4094|market|fresno
- Canonical first
- justin
Quality flags
6 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
- ZIP missingStreet address present but no ZIP supplied
- 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-106981 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038543
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Justin Arnold, 1971-07-23, 2 records, Verified
Evidence
Matched against ENR-106981
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallye953a7874c2026-10-22 12:43:55, matching_agentidentity id MBR-038543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106981
- Record linked automatically03c1053d0e2026-10-19 19:54:39, matching_agentidentity id MBR-038543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106981
- Record linked automaticallya866febed62026-10-19 19:52:09, matching_agentidentity id MBR-038543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106981
- Record linked automatically2f450593212026-10-19 19:45:42, matching_agentidentity id MBR-038543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106981
- Record linked automatically8f56dfb2bd2026-10-19 19:32:31, matching_agentidentity id MBR-038543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106981
- Record linked automaticallyef300e3ec22026-10-19 19:31:28, scoring_agentidentity id MBR-000551, confidence 1, method probabilistic, matched record CLM-405333, policy version 1