Record, TPA, bronze and silver
TPA-60303
Received 2026-05-26T11:50:27Z, line 4,660 of the TPA feed
TPARule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Nicole | Nicole | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arnold·· | Arnold | Changed |
| Date of birth | 19790510 | 1979-05-10 | Parsed |
| Gender | N/A·· | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3744 | •••-••-3744 | Unchanged |
| Phone | 5623336184 | 5623336184 | Unchanged |
| — | — | Unchanged | |
| Address | 3165 Mesa Drive | 3165 Mesa Dr | Changed |
| City | Chandler | Chandler | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85231 | 85231 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·null | — | Cleared |
- Quality score
- 0.78
- Name key
- nicole|arnold
- Address key
- 3165|mesa|85231
- Canonical first
- nicole
Quality flags
5 raised during normalisation
- 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
- 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-130607 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-423409 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001503
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Nicole Arnold, 1979-05-10, 3 records, Verified
Evidence
Matched against CLM-423409
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd3bd02ba372026-10-19 19:54:38, matching_agentidentity id MBR-001503, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-423409
- Record linked automatically7d4299b77f2026-10-19 19:52:08, matching_agentidentity id MBR-001503, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-423409
- Record linked automatically709ba0c10f2026-10-19 19:45:41, matching_agentidentity id MBR-001503, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-423409
- Record linked automatically79e6e481d02026-10-19 19:32:31, matching_agentidentity id MBR-001503, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-423409
- Record linked automaticallyf617105d922026-10-19 19:31:28, matching_agentidentity id MBR-014141, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423404