Record, TPA, bronze and silver
TPA-58237
Received 2026-01-30T13:17:05Z, line 73,190 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 | Johnston, Luis | Luis | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnston | Changed |
| Date of birth | 2006-07-26 | 2006-07-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (532) 883-9680 | 5328839680 | Parsed |
| - | — | Cleared | |
| Address | 273 Elm Street | 273 Elm St | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30300 | 30300 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- luis|johnston
- Address key
- 273|elm|30300
- Canonical first
- luis
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-124533 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008930
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Luis Johnston, 2006-07-26, 2 records, Verified
Evidence
Matched against ENR-124533
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyefafb8f4942026-10-22 12:43:54, scoring_agentidentity id MBR-008930, confidence 0.937, method probabilistic, matched record ENR-124533, policy version 1
- Record linked automatically9b78446d442026-10-19 19:54:38, scoring_agentidentity id MBR-008930, confidence 0.937, method probabilistic, matched record ENR-124533, policy version 1
- Record linked automatically1d25a330af2026-10-19 19:52:09, scoring_agentidentity id MBR-008930, confidence 0.937, method probabilistic, matched record ENR-124533, policy version 1
- Record linked automaticallyf641f2dd132026-10-19 19:45:42, scoring_agentidentity id MBR-008930, confidence 0.937, method probabilistic, matched record ENR-124533, policy version 1
- Record linked automaticallyaa18b0e7e12026-10-19 19:32:31, scoring_agentidentity id MBR-008930, confidence 0.937, method probabilistic, matched record ENR-124533, policy version 1
- Record linked automaticallye1fb1a78292026-10-19 19:31:28, scoring_agentidentity id MBR-024975, confidence 1, method probabilistic, matched record CLM-418886, policy version 1