Record, TPA, bronze and silver
TPA-54838
Received 2026-09-23T06:51:03Z, line 39,506 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | barbara | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | espinoza | Espinoza | Changed |
| Date of birth | 10/25/2001·· | 2001-10-25 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | N/A | — | Cleared |
| barbara.espinoza@proton.me | barbara.espinoza@proton.me | Unchanged | |
| Address | 4396 VALLEY VIEW DR | 4396 Valley View Dr | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85224 | 85224 | Unchanged |
| Group | GRP-9236 | GRP-9236 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- barbara|espinoza
- Address key
- 4396|valley view|85224
- Canonical first
- barbara
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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-54839 | 1.00 | Scored | — | Auto-linked |
| ENR-114521 | 1.00 | Scored | — | Auto-linked |
| CLM-411063 | 1.00 | Scored | — | Auto-linked |
| TPA-54837 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019000
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Espinoza, 2001-10-25, 5 records, Verified
Evidence
Matched against TPA-54839
| 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 automatically9bf60c89f32026-10-22 12:43:54, scoring_agentidentity id MBR-019000, confidence 1, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automaticallyaf8a771a1e2026-10-19 19:54:38, scoring_agentidentity id MBR-019000, confidence 1, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automatically515af9fcc82026-10-19 19:52:09, scoring_agentidentity id MBR-019000, confidence 1, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automaticallya2dfae4c1e2026-10-19 19:45:42, scoring_agentidentity id MBR-019000, confidence 1, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automaticallyd3c4eb25692026-10-19 19:32:31, scoring_agentidentity id MBR-019000, confidence 1, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automaticallya1f0d5ac6f2026-10-19 19:31:28, scoring_agentidentity id MBR-040810, confidence 1, method probabilistic, matched record CLM-410913, policy version 1