Record, CLM, bronze and silver
CLM-418161
Received 2026-01-24T15:37:19Z, line 77,436 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JOSEPH | Joseph | Changed |
| Middle | — | — | Unchanged |
| Last name | WONG | Wong | Changed |
| Date of birth | 19580321 | 1958-03-21 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8841 | •••-••-8841 | Unchanged |
| Phone | null | — | Cleared |
| NULL | — | Cleared | |
| Address | 3089 LAKE VIEW RD Apt 23 | 3089 Lake View Rd Apt 23 | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85258 | 85258 | Unchanged |
| Group | GRP-3194 | GRP-3194 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- joseph|wong
- Address key
- 3089|lake view|85258
- Canonical first
- joseph
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-123879 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007289
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joseph Wong, 1958-03-21, 2 records, Verified
Evidence
Matched against ENR-123879
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6b26ed76012026-10-22 12:43:53, scoring_agentidentity id MBR-007289, confidence 1, method probabilistic, matched record ENR-123879, policy version 1
- Record linked automaticallyeb085578a52026-10-19 19:54:38, scoring_agentidentity id MBR-007289, confidence 1, method probabilistic, matched record ENR-123879, policy version 1
- Record linked automatically4e731fb69a2026-10-19 19:52:09, scoring_agentidentity id MBR-007289, confidence 1, method probabilistic, matched record ENR-123879, policy version 1
- Record linked automatically0eb46f5c5d2026-10-19 19:45:42, scoring_agentidentity id MBR-007289, confidence 1, method probabilistic, matched record ENR-123879, policy version 1
- Record linked automaticallyb952f676512026-10-19 19:32:31, scoring_agentidentity id MBR-007289, confidence 1, method probabilistic, matched record ENR-123879, policy version 1
- Record linked automaticallyd2b895aa682026-10-19 19:31:28, matching_agentidentity id MBR-006526, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123768