Record, CLM, bronze and silver
CLM-425633
Received 2026-08-25T18:46:56Z, line 99,758 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Williams·· | Williams | Changed |
| Date of birth | 08/15/1955 | 1955-08-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-83998-13 | UHC-83998-13 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (409) 944-0757 | 4099440757 | Parsed |
| null | — | Cleared | |
| Address | 7046 Oak Street Apt 36 | 7046 Oak St Apt 36 | Changed |
| City | Dallas | Dallas | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 75243 | 75243 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- joyce|williams
- Address key
- 7046|oak|75243
- Canonical first
- joyce
Quality flags
8 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
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-425636 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425634 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425635 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133538 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019769
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Williams, 1955-08-15, 5 records, Verified
Evidence
Matched against CLM-425636
| 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 | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically9dbc702a092026-10-19 19:54:38, matching_agentidentity id MBR-019769, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425636
- Record linked automaticallyf95cd28ac52026-10-19 19:52:09, matching_agentidentity id MBR-019769, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425636
- Record linked automaticallyb59da613ea2026-10-19 19:45:42, matching_agentidentity id MBR-019769, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425636
- Record linked automatically5847ef60e22026-10-19 19:32:31, matching_agentidentity id MBR-019769, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425636
- Record linked automaticallyc5bd8617cf2026-10-19 19:31:28, scoring_agentidentity id MBR-026730, confidence 1, method probabilistic, matched record CLM-425634, policy version 1