Record, CLM, bronze and silver
CLM-414540
Received 2026-04-05T09:23:53Z, line 90,235 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 | Carroll | Carroll | Unchanged |
| Date of birth | 09/03/1998 | 1998-09-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-1708 | •••-••-1708 | Unchanged |
| Phone | - | — | Cleared |
| bobby.carroll@aol.com | bobby.carroll@aol.com | Unchanged | |
| Address | 8355 PALM DRIVE | 8355 Palm Dr | Changed |
| City | ·Chandler | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85254 | 85254 | Unchanged |
| Group | GRP-9512 | GRP-9512 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- robert|carroll
- Address key
- 8355|palm|85254
- Canonical first
- robert
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| CLM-414541 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-414542 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-119138 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-414539 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024104
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Bobby Carroll, 1998-09-03, 5 records, Verified
Evidence
Matched against CLM-414541
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb962b7122d2026-10-19 19:54:38, matching_agentidentity id MBR-024104, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414541
- Record linked automatically151fd59d4d2026-10-19 19:52:09, matching_agentidentity id MBR-024104, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414541
- Record linked automatically77d5d828752026-10-19 19:45:42, matching_agentidentity id MBR-024104, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414541
- Record linked automatically104f52170d2026-10-19 19:32:31, matching_agentidentity id MBR-024104, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414541
- Record linked automatically66e1b2109f2026-10-19 19:31:28, scoring_agentidentity id MBR-034143, confidence 1, method probabilistic, matched record PRV-24266, policy version 1