Record, TPA, bronze and silver
TPA-51718
Received 2026-02-17T17:44:32Z, line 39,917 of the TPA feed
TPARule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | HIROSHI·· | Hiroshi | Changed |
| Middle | — | — | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | ·1990-01-21 | 1990-01-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-65896-87 | UHC-65896-87 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | 4137983234 | 4137983234 | Unchanged |
| hiroshi.dean79@gmail.com | hiroshi.dean79@gmail.com | Unchanged | |
| Address | 8478 LINCOLN WAY Apt 10 | 8478 Lincoln Way Apt 10 | Changed |
| City | AUSTIN | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78784 | 78784 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- hiroshi|dean
- Address key
- 8478|lincoln|78784
- Canonical first
- hiroshi
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-105169 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21109 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403969 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011819
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Hiroshi Dean, 1990-01-21, 4 records, Verified
Evidence
Matched against CLM-403969
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallye7011e49e82026-10-19 19:54:38, matching_agentidentity id MBR-011819, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403969
- Record linked automatically687928475f2026-10-19 19:52:09, matching_agentidentity id MBR-011819, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403969
- Record linked automatically20ba994c232026-10-19 19:45:42, matching_agentidentity id MBR-011819, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403969
- Record linked automaticallyfad8c4544b2026-10-19 19:32:31, matching_agentidentity id MBR-011819, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403969
- Record linked automaticallyda6f569e0c2026-10-19 19:31:28, scoring_agentidentity id MBR-030019, confidence 1, method probabilistic, matched record CLM-403841, policy version 1