Record, CLM, bronze and silver
CLM-428335
Received 2026-10-10T18:34:13Z , line 43,578 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 | Wong, Joyce | Joyce | Changed |
| Middle | Z | Z | Unchanged |
| Last name | — | Wong | Changed |
| Date of birth | 1947-06-23 | 1947-06-23 | Unchanged |
| Gender | ·null | — | Cleared |
| Member ID | UHC-83210-22·· | UHC-83210-22 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 950-207-9885 | 9502079885 | Parsed |
| null | — | Cleared | |
| Address | 3082 Meadow Lane | 3082 Meadow Ln | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92164 | 92164 | Unchanged |
| Group | GRP-5525 | GRP-5525 | Unchanged |
| Plan | ·UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- joyce|wong
- Address key
- 3082|meadow|92164
- Canonical first
- joyce
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-137182 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428334 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006163
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Wong, 1947-06-23, 3 records, Verified
Evidence
Matched against ENR-137182
| 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 | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyee7f0e313a2026-10-19 19:54:38, matching_agentidentity id MBR-006163, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137182
- Record linked automatically59c934dcf82026-10-19 19:52:09, matching_agentidentity id MBR-006163, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137182
- Record linked automatically354e88849f2026-10-19 19:45:42, matching_agentidentity id MBR-006163, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137182
- Record linked automaticallyfdd83003fb2026-10-19 19:32:31, matching_agentidentity id MBR-006163, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137182
- Record linked automatically47af88625c2026-10-19 19:31:28, matching_agentidentity id MBR-003460, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-137425