Record, TPA, bronze and silver
TPA-52108
Received 2026-08-29T15:48:45Z, line 43,585 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 | brenda | Brenda | Changed |
| Middle | X. | X | Changed |
| Last name | johnston | Johnston | Changed |
| Date of birth | 01/24/1996 | 1996-01-24 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5408 | •••-••-5408 | Unchanged |
| Phone | null | — | Cleared |
| - | — | Cleared | |
| Address | 1490 River Road | 1490 River Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33656 | 33656 | Unchanged |
| Group | GRP-2395 | GRP-2395 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.78
- Name key
- brenda|johnston
- Address key
- 1490|river|33656
- Canonical first
- brenda
Quality flags
5 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
- 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-404834 | 1.00 | Scored | — | Auto-linked |
| PRV-21404 | 1.00 | Scored | — | Auto-linked |
| PRV-21406 | 1.00 | Scored | — | Auto-linked |
| PRV-21405 | 1.00 | Scored | — | Auto-linked |
| CLM-404833 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001488
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brenda Johnston, 1996-01-24, 6 records, Verified
Evidence
Matched against CLM-404834
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyd7febd14362026-10-19 19:54:38, scoring_agentidentity id MBR-001488, confidence 1, method probabilistic, matched record CLM-404834, policy version 1
- Record linked automaticallyd3279eae5d2026-10-19 19:52:08, scoring_agentidentity id MBR-001488, confidence 1, method probabilistic, matched record CLM-404834, policy version 1
- Record linked automaticallyadee38dcff2026-10-19 19:45:41, scoring_agentidentity id MBR-001488, confidence 1, method probabilistic, matched record CLM-404834, policy version 1
- Record linked automaticallyabaac4361e2026-10-19 19:32:31, scoring_agentidentity id MBR-001488, confidence 1, method probabilistic, matched record CLM-404834, policy version 1