Record, CLM, bronze and silver
CLM-419982
Received 2026-02-08T23:20:25Z, line 82,529 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 | JOSEPH | Joseph | Changed |
| Middle | S. | S | Changed |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | Oct 5, 1970·· | 1970-10-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC9268644 | UHC-92686-44 | Parsed |
| SSN | •••-••-1661 | •••-••-1661 | Unchanged |
| Phone | +1 310 926 9965 | 3109269965 | Parsed |
| N/A | — | Cleared | |
| Address | 56 RIVER RD | 56 River Rd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85218 | 85218 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.72
- Name key
- joseph|carroll
- Address key
- 56|river|85218
- Canonical first
- joseph
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-419983 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-126328 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419981 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011577
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joseph Carroll, 1970-10-05, 4 records, Verified
Evidence
Matched against CLM-419983
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically158135ee702026-10-19 19:54:38, matching_agentidentity id MBR-011577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419983
- Record linked automaticallybc24e5ad212026-10-19 19:52:09, matching_agentidentity id MBR-011577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419983
- Record linked automatically01422876bd2026-10-19 19:45:42, matching_agentidentity id MBR-011577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419983
- Record linked automaticallyede7e3dfd22026-10-19 19:32:31, matching_agentidentity id MBR-011577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419983
- Record linked automatically39781376c42026-10-19 19:31:28, scoring_agentidentity id MBR-012665, confidence 0.992, method probabilistic, matched record TPA-58725, policy version 1