Record, TPA, bronze and silver
TPA-61292
Received 2026-08-17T18:58:06Z, line 82,014 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 | JOHNSTON | Johnston | Changed |
| Date of birth | 1990-12-20 | 1990-12-20 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL·· | — | Cleared |
| SSN | •••-••-2538 | •••-••-2538 | Unchanged |
| Phone | 257.393.1456 | 2573931456 | Parsed |
| - | — | Cleared | |
| Address | ·6135 RIDGE ROAD #327 | 6135 Ridge Rd # 327 | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85389-8277 | 85389 | Changed |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- barbara|johnston
- Address key
- 6135|ridge|85389
- Canonical first
- barbara
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-425600 | 1.00 | Scored | — | Auto-linked |
| ENR-133495 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000247
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Johnston, 1990-12-20, 3 records, Verified
Evidence
Matched against CLM-425600
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automatically764feb0b092026-10-19 19:54:38, scoring_agentidentity id MBR-000247, confidence 1, method probabilistic, matched record CLM-425600, policy version 1
- Record linked automatically1fdddb1f442026-10-19 19:52:08, scoring_agentidentity id MBR-000247, confidence 1, method probabilistic, matched record CLM-425600, policy version 1
- Record linked automatically8365b7930b2026-10-19 19:45:41, scoring_agentidentity id MBR-000247, confidence 1, method probabilistic, matched record CLM-425600, policy version 1
- Record linked automatically9011cdb0e72026-10-19 19:32:31, scoring_agentidentity id MBR-000247, confidence 1, method probabilistic, matched record CLM-425600, policy version 1