Record, TPA, bronze and silver
TPA-50873
Received 2026-05-04T15:05:18Z, line 92,986 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 | denise | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | johnston | Johnston | Changed |
| Date of birth | 09-03-2008 | 2008-03-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 627-308-0928 | 6273080928 | Parsed |
| N/A | — | Cleared | |
| Address | 6538 Palm Drive·· | 6538 Palm Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona·· | AZ | Changed |
| ZIP | 85210·· | 85210 | Changed |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- denise|johnston
- Address key
- 6538|palm|85210
- Canonical first
- denise
Quality flags
8 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)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-402027 | 1.00 | Scored | — | Auto-linked |
| CLM-402026 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029102
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Johnston, 2008-03-09, 3 records, Verified
Evidence
Matched against CLM-402027
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically634b179e472026-10-19 19:54:38, scoring_agentidentity id MBR-029102, confidence 1, method probabilistic, matched record CLM-402027, policy version 1
- Record linked automatically29702ded852026-10-19 19:52:09, scoring_agentidentity id MBR-029102, confidence 1, method probabilistic, matched record CLM-402027, policy version 1
- Record linked automaticallyefaf125f022026-10-19 19:45:42, scoring_agentidentity id MBR-029102, confidence 1, method probabilistic, matched record CLM-402027, policy version 1
- Record linked automatically71fc2111362026-10-19 19:32:31, scoring_agentidentity id MBR-029102, confidence 1, method probabilistic, matched record CLM-402027, policy version 1
- Record linked automaticallyf1e59e0d702026-10-19 19:31:28, scoring_agentidentity id MBR-001911, confidence 1, method probabilistic, matched record ENR-102580, policy version 1