Record, CLM, bronze and silver
CLM-431447
Received 2026-07-22T12:45:57Z, line 84,430 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 | Ben | Ben | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Parker | Parker | Unchanged |
| Date of birth | 13-03-1988 | 1988-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-9791 | •••-••-9791 | Unchanged |
| Phone | +1 370 625 5922 | 3706255922 | Parsed |
| — | — | Unchanged | |
| Address | 1109 GRAND AVENUE | 1109 Grand Ave | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85226 | 85226 | Unchanged |
| Group | GRP-1809 | GRP-1809 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- benjamin|parker
- Address key
- 1109|grand|85226
- Canonical first
- benjamin
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)
- 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
- 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-431446 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141286 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028999
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Ben Parker, 1988-03-13, 2 records, Verified
Evidence
Matched against CLM-431446
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6d08e4043c2026-10-22 12:43:54, matching_agentidentity id MBR-028999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431446
- Record linked automatically8dea16cdfd2026-10-19 19:54:38, matching_agentidentity id MBR-028999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431446
- Record linked automatically7ff935f9062026-10-19 19:52:09, matching_agentidentity id MBR-028999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431446
- Record linked automatically81df25d8ac2026-10-19 19:45:42, matching_agentidentity id MBR-028999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431446
- Record linked automaticallya5b97343e12026-10-19 19:32:31, matching_agentidentity id MBR-028999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431446
- Record linked automatically523ec533422026-10-19 19:31:28, matching_agentidentity id MBR-021339, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141517