Record, TPA, bronze and silver
TPA-54710
Received 2026-07-06T18:52:27Z, line 13,431 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 | valentina | Valentina | Changed |
| Middle | R. | R | Changed |
| Last name | james | James | Changed |
| Date of birth | 1958-11-14·· | 1958-11-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-20196-87 | UHC-20196-87 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 384 Market Street #914 | 384 Market St # 914 | Changed |
| City | Mesa | Mesa | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85296 | 85296 | Unchanged |
| Group | - | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- valentina|james
- Address key
- 384|market|85296
- Canonical first
- valentina
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
- State code upper-casedTwo-letter state code upper-cased
- 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-114092 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114091 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020542
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Valentina James, 1958-11-14, 3 records, Verified
Evidence
Matched against ENR-114092
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically567a05e54c2026-10-19 19:54:38, matching_agentidentity id MBR-020542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114092
- Record linked automatically2c1654cd982026-10-19 19:52:09, matching_agentidentity id MBR-020542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114092
- Record linked automaticallyaa8c73d7612026-10-19 19:45:42, matching_agentidentity id MBR-020542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114092
- Record linked automaticallyeaeef6ca4b2026-10-19 19:32:31, matching_agentidentity id MBR-020542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114092
- Record linked automaticallya0ac34a90c2026-10-19 19:31:28, scoring_agentidentity id MBR-001750, confidence 1, method probabilistic, matched record PRV-23154, policy version 1