Record, CLM, bronze and silver
CLM-430985
Received 2026-09-23T07:27:05Z, line 75,368 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | 06/23/1987 | 1987-06-23 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-31712-74 | UHC-31712-74 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (750) 355-9603 | 7503559603 | Parsed |
| bobby.arnold20@yahoo.com | bobby.arnold20@yahoo.com | Unchanged | |
| Address | 9386 HARBOR BLVD | 9386 Harbor Blvd | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | ·43263 | 43263 | Changed |
| Group | null | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- robert|arnold
- Address key
- 9386|harbor|43263
- Canonical first
- robert
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-29057 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006253
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Bobby Arnold, 1987-06-23, 2 records, Verified
Evidence
Matched against PRV-29057
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyec6bff13832026-10-19 19:54:38, matching_agentidentity id MBR-006253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29057
- Record linked automatically054c9763b92026-10-19 19:52:09, matching_agentidentity id MBR-006253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29057
- Record linked automatically3d550a98912026-10-19 19:45:42, matching_agentidentity id MBR-006253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29057
- Record linked automatically1a76865d7d2026-10-19 19:32:31, matching_agentidentity id MBR-006253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29057
- Record linked automatically87fc1a3afa2026-10-19 19:31:28, scoring_agentidentity id MBR-009471, confidence 1, method probabilistic, matched record CLM-430986, policy version 1