Record, CLM, bronze and silver
CLM-407410
Received 2026-01-24T07:20:23Z, line 87,201 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 | Nguyan, Cynthia | Cynthia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nguyan | Changed |
| Date of birth | 1972-07-05·· | 1972-07-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5659 | •••-••-5659 | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 4251 DESERT SKY BLVD Apt 34 | 4251 Desert Sky Blvd Apt 34 | Changed |
| City | SEATTLE·· | Seattle | Changed |
| State | Washington | WA | Changed |
| ZIP | 98116 | 98116 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.36
- Name key
- cynthia|nguyan
- Address key
- 4251|desert sky|98116
- Canonical first
- cynthia
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| ENR-109716 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003601
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Cynthia Nguyen, 1972-07-05, 2 records, Verified
Evidence
Matched against ENR-109716
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyac85c7531c2026-10-19 19:54:38, matching_agentidentity id MBR-003601, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109716
- Record linked automatically44e8e4412f2026-10-19 19:52:08, matching_agentidentity id MBR-003601, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109716
- Record linked automaticallycb246f43c12026-10-19 19:45:42, matching_agentidentity id MBR-003601, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109716
- Record linked automaticallycf6593f2502026-10-19 19:32:31, matching_agentidentity id MBR-003601, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109716
- Record linked automaticallydb370f6c742026-10-19 19:31:28, matching_agentidentity id MBR-010408, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109702