Record, CLM, bronze and silver
CLM-419016
Received 2026-04-01T04:29:46Z, line 81,137 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 | Reid | Reid | Unchanged |
| Middle | I. | I | Changed |
| Last name | Joyce | Joyce | Unchanged |
| Date of birth | Oct 13, 1965·· | 1965-10-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-05392-10 | UHC-05392-10 | Unchanged |
| SSN | •••-••-8313 | •••-••-8313 | Unchanged |
| Phone | 3467266979 | 3467266979 | Unchanged |
| NULL·· | — | Cleared | |
| Address | 3296 SUNSET BOULEVARD Apt 29 | 3296 Sunset Blvd Apt 29 | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-7911 | GRP-7911 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- reid|joyce
- Address key
- 3296|sunset|scottsdale
- Canonical first
- reid
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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 |
|---|---|---|---|---|
| TPA-58431 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419014 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125059 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419015 | 0.94 | Scored | — | Auto-linked |
| TPA-58430 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016301
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Reid, 1965-10-13, 6 records, Verified
Evidence
Matched against ENR-125059
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.91 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automaticallycef36678502026-10-19 19:54:38, matching_agentidentity id MBR-016301, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125059
- Record linked automatically4c6db508592026-10-19 19:52:09, matching_agentidentity id MBR-016301, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125059
- Record linked automatically0eb4fa78eb2026-10-19 19:45:42, matching_agentidentity id MBR-016301, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125059
- Record linked automatically82404692332026-10-19 19:32:31, matching_agentidentity id MBR-016301, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125059