Record, CLM, bronze and silver
CLM-413593
Received 2026-06-11T13:07:26Z, line 17,452 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 | MARK | Mark | Changed |
| Middle | C | C | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 2004-12-05 | 2004-12-05 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | ···· | — | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 3979 CAMELBACK RD | 3979 Camelback Rd | Changed |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1137 | GRP-1137 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- mark|arnold
- Address key
- 3979|camelback|los angeles
- Canonical first
- mark
Quality flags
6 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
- 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-413591 | 0.93 | Scored | — | Auto-linked |
| ENR-117794 | 0.93 | Scored | — | Auto-linked |
| CLM-413592 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034505
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Mark Arnold, 2004-12-05, 4 records, Verified
Evidence
Matched against CLM-413591
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically8794a88ad82026-10-22 12:43:55, scoring_agentidentity id MBR-034505, confidence 0.925, method probabilistic, matched record CLM-413591, policy version 1
- Record linked automatically19030b581c2026-10-19 19:54:39, scoring_agentidentity id MBR-034505, confidence 0.925, method probabilistic, matched record CLM-413591, policy version 1
- Record linked automaticallyd5172ae9892026-10-19 19:52:09, scoring_agentidentity id MBR-034505, confidence 0.925, method probabilistic, matched record CLM-413591, policy version 1
- Record linked automatically1937454f952026-10-19 19:45:42, scoring_agentidentity id MBR-034505, confidence 0.925, method probabilistic, matched record CLM-413591, policy version 1
- Record linked automatically477e0b88b22026-10-19 19:32:31, scoring_agentidentity id MBR-034505, confidence 0.925, method probabilistic, matched record CLM-413591, policy version 1
- Record linked automaticallye163b675f22026-10-19 19:31:28, matching_agentidentity id MBR-002367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-117896