Record, CLM, bronze and silver
CLM-425635
Received 2026-07-30T18:25:52Z, line 21,324 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 | Unchanged |
| Date of birth | 1955-08-15·· | 1955-08-15 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-83998-13 | UHC-83998-13 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (409) 944-0757 | 4099440757 | Parsed |
| N/A | — | Cleared | |
| Address | 7046 Oak Street | 7046 Oak St | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75243 | 75243 | Unchanged |
| Group | GRP-5583 | GRP-5583 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- joyce|williams
- Address key
- 7046|oak|75243
- Canonical first
- joyce
Quality flags
6 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-133538 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425633 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425636 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425634 | 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 automaticallyf95f689aea2026-10-19 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 automaticallyb4fbb894f62026-10-19 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 automatically777fd7ada02026-10-19 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 automaticallyfd5775ef962026-10-19 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 automatically96bd5cf6422026-10-19 19:31:28, scoring_agentidentity id MBR-026730, confidence 1, method probabilistic, matched record CLM-425634, policy version 1