Record, TPA, bronze and silver
TPA-54837
Received 2026-04-29T12:59:07Z, line 72,964 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 | Unchanged |
| Middle | R | R | Unchanged |
| Last name | Espinosa | Espinosa | Unchanged |
| Date of birth | 10/25/2001 | 2001-10-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 4396 Valley View Drive | 4396 Valley View Dr | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85224·· | 85224 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- barbara|espinosa
- Address key
- 4396|valley view|85224
- Canonical first
- barbara
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
- 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-114521 | 0.99 | Scored | — | Auto-linked |
| CLM-411063 | 0.99 | Scored | — | Auto-linked |
| TPA-54838 | 0.99 | Scored | — | Auto-linked |
| TPA-54839 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019000
- Method
- Scored
- Confidence
- 0.99
- 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 | 0.97 | 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 automaticallyf85a3f5a532026-10-22 12:43:54, scoring_agentidentity id MBR-019000, confidence 0.989, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automaticallyfdc3c630582026-10-19 19:54:38, scoring_agentidentity id MBR-019000, confidence 0.989, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automaticallycdd39ecf502026-10-19 19:52:09, scoring_agentidentity id MBR-019000, confidence 0.989, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automaticallyd92c9a796d2026-10-19 19:45:42, scoring_agentidentity id MBR-019000, confidence 0.989, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automatically517d68949e2026-10-19 19:32:31, scoring_agentidentity id MBR-019000, confidence 0.989, method probabilistic, matched record TPA-54839, policy version 1
- Record linked automatically9e820e89e92026-10-19 19:31:28, scoring_agentidentity id MBR-034673, confidence 1, method probabilistic, matched record CLM-410909, policy version 1