Record, CLM, bronze and silver
CLM-400503
Received 2026-08-06T07:19:23Z, line 96,223 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 | BOBBY | Bobby | Changed |
| Middle | J | J | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 1993-03-03·· | 1993-03-03 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-10974-02 | UHC-10974-02 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 4313031794 | 4313031794 | Unchanged |
| null | — | Cleared | |
| Address | 8996 River Road | 8996 River Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93790 | 93790 | Unchanged |
| Group | GRP-5098 | GRP-5098 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- robert|arnold
- Address key
- 8996|river|93790
- Canonical first
- robert
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-100690 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100691 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006785
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Bobby Arnold, 1993-03-03, 3 records, Verified
Evidence
Matched against ENR-100690
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically88eacbbbb12026-10-22 12:43:53, matching_agentidentity id MBR-006785, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100690
- Record linked automaticallydfcedcf9402026-10-19 19:54:38, matching_agentidentity id MBR-006785, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100690
- Record linked automatically8246e0a6aa2026-10-19 19:52:09, matching_agentidentity id MBR-006785, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100690
- Record linked automaticallyff8f5980ca2026-10-19 19:45:42, matching_agentidentity id MBR-006785, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100690
- Record linked automaticallya2c3cb87852026-10-19 19:32:31, matching_agentidentity id MBR-006785, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100690
- Record linked automatically0ab8579a3a2026-10-19 19:31:28, matching_agentidentity id MBR-034179, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400502