Record, CLM, bronze and silver
CLM-405130
Received 2026-06-16T01:09:38Z, line 4,125 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 | Sofia | Sofia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1967-03-16 | 1967-03-16 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | UHC-11144-41 | UHC-11144-41 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | +1 761 360 3371 | 7613603371 | Parsed |
| — | — | Unchanged | |
| Address | 7485 Ridge Road | 7485 Ridge Rd | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | Florida | FL | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.50
- Name key
- sofia|obrien
- Address key
- 7485|ridge|jacksonville
- Canonical first
- sofia
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-106732 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405129 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034135
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sofia Obrien, 1967-03-16, 3 records, Verified
Evidence
Matched against ENR-106732
| 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 | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf482f187622026-10-22 12:43:55, matching_agentidentity id MBR-034135, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106732
- Record linked automatically2975d0168f2026-10-19 19:54:39, matching_agentidentity id MBR-034135, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106732
- Record linked automatically5e91bf265e2026-10-19 19:52:09, matching_agentidentity id MBR-034135, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106732
- Record linked automatically862f4000162026-10-19 19:45:42, matching_agentidentity id MBR-034135, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106732
- Record linked automaticallyd5d776b6902026-10-19 19:32:31, matching_agentidentity id MBR-034135, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106732
- Record linked automatically84076d29ab2026-10-19 19:31:28, scoring_agentidentity id MBR-009137, confidence 1, method probabilistic, matched record CLM-405133, policy version 1