Record, TPA, bronze and silver
TPA-61756
Received 2026-02-15T21:25:08Z, line 76,693 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 | 1973-12-10 | 1973-12-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | N/A·· | — | Cleared |
| Phone | 8266139748 | 8266139748 | Unchanged |
| barbara.johnston98@gmail.com | barbara.johnston98@gmail.com | Unchanged | |
| Address | 7133 Apache Blvd | 7133 Apache Blvd | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 33651 | 33651 | Unchanged |
| Group | - | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.82
- Name key
- barbara|johnston
- Address key
- 7133|apache|33651
- Canonical first
- barbara
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-426610 | 1.00 | Scored | — | Auto-linked |
| ENR-134900 | 1.00 | Scored | — | Auto-linked |
| CLM-426611 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003027
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Johnston, 1973-12-10, 3 records, Verified
Evidence
Matched against ENR-134900
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically559e6013bb2026-10-19 19:54:38, scoring_agentidentity id MBR-003027, confidence 1, method probabilistic, matched record ENR-134900, policy version 1
- Record linked automaticallyd3cfb9b5d02026-10-19 19:52:08, scoring_agentidentity id MBR-003027, confidence 1, method probabilistic, matched record ENR-134900, policy version 1
- Record linked automatically7c33948c792026-10-19 19:45:41, scoring_agentidentity id MBR-003027, confidence 1, method probabilistic, matched record ENR-134900, policy version 1
- Record linked automatically6390e907a62026-10-19 19:32:31, scoring_agentidentity id MBR-003027, confidence 1, method probabilistic, matched record ENR-134900, policy version 1
- Record linked automatically4277ec3c942026-10-19 19:31:28, scoring_agentidentity id MBR-023836, confidence 1, method probabilistic, matched record CLM-426714, policy version 1