Record, CLM, bronze and silver
CLM-406490
Received 2026-02-17T08:31:39Z, line 63,796 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 | Ralph | Ralph | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nguyen | Nguyen | Unchanged |
| Date of birth | May 12, 1958 | 1958-05-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 7184633452 | 7184633452 | Unchanged |
| NULL | — | Cleared | |
| Address | 2076 Lake View Road | 2076 Lake View Rd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85216·· | 85216 | Changed |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- ralph|nguyen
- Address key
- 2076|lake view|85216
- Canonical first
- ralph
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013755
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Nguyen, 1958-05-12, 3 records, Verified
Evidence
Matched against TPA-52853
| 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 automatically024e50017f2026-10-22 12:43:54, scoring_agentidentity id MBR-013755, confidence 1, method probabilistic, matched record TPA-52853, policy version 1
- Record linked automaticallyb03154e9432026-10-19 19:54:38, scoring_agentidentity id MBR-013755, confidence 1, method probabilistic, matched record TPA-52853, policy version 1
- Record linked automaticallyb6473c648f2026-10-19 19:52:09, scoring_agentidentity id MBR-013755, confidence 1, method probabilistic, matched record TPA-52853, policy version 1
- Record linked automaticallyb63e6afec02026-10-19 19:45:42, scoring_agentidentity id MBR-013755, confidence 1, method probabilistic, matched record TPA-52853, policy version 1
- Record linked automaticallyb63bbfab982026-10-19 19:32:31, scoring_agentidentity id MBR-013755, confidence 1, method probabilistic, matched record TPA-52853, policy version 1
- Record linked automatically818a9ef0e12026-10-19 19:31:28, matching_agentidentity id MBR-026052, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108512