Record, CLM, bronze and silver
CLM-409594
Received 2026-09-06T11:11:10Z, line 67,535 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 | ISABELLA | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | PARKER | Parker | Changed |
| Date of birth | 1955-02-11 | 1955-02-11 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | UHC2297541·· | UHC-22975-41 | Parsed |
| SSN | •••-••-8799 | •••-••-8799 | Unchanged |
| Phone | (380) 315-5498 | 3803155498 | Parsed |
| — | — | Unchanged | |
| Address | 3506 Grand Avenue | 3506 Grand Ave | Changed |
| City | GLENDALE | Glendale | Changed |
| State | Arizona | AZ | Changed |
| ZIP | UNKNOWN·· | — | Cleared |
| Group | GRP-2034 | GRP-2034 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.44
- Name key
- isabella|parker
- Address key
- 3506|grand|glendale
- Canonical first
- isabella
Quality flags
10 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
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-112638 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409595 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54172 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014683
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Isabella Parker, 1955-02-11, 4 records, Verified
Evidence
Matched against CLM-409595
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyac136451832026-10-19 19:54:38, matching_agentidentity id MBR-014683, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409595
- Record linked automatically33bb5c46c02026-10-19 19:52:09, matching_agentidentity id MBR-014683, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409595
- Record linked automatically4702253f082026-10-19 19:45:42, matching_agentidentity id MBR-014683, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409595
- Record linked automatically61099b8ef72026-10-19 19:32:31, matching_agentidentity id MBR-014683, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409595
- Record linked automaticallye4ce13ed8f2026-10-19 19:31:28, matching_agentidentity id MBR-024948, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-112656