Record, TPA, bronze and silver
TPA-58232
Received 2026-07-22T15:03:08Z, line 84,131 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 | ·Shirley | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | Miller | Miller | Unchanged |
| Date of birth | 19710422 | 1971-04-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1674 | •••-••-1674 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | ·7511 Pine Drive | 7511 Pine Dr | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93791 | 93791 | Unchanged |
| Group | GRP-6288·· | GRP-6288 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- shirley|miller
- Address key
- 7511|pine|93791
- Canonical first
- shirley
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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-124512 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039281
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Shirley Miller, 1971-04-22, 2 records, Verified
Evidence
Matched against ENR-124512
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0213bb74a92026-10-22 12:43:55, matching_agentidentity id MBR-039281, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124512
- Record linked automatically33efd603702026-10-19 19:54:39, matching_agentidentity id MBR-039281, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124512
- Record linked automaticallya66f94afc12026-10-19 19:52:09, matching_agentidentity id MBR-039281, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124512
- Record linked automatically1dbfb0a34c2026-10-19 19:45:42, matching_agentidentity id MBR-039281, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124512
- Record linked automatically48877c95352026-10-19 19:32:31, matching_agentidentity id MBR-039281, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124512
- Record linked automaticallyb57d71d8522026-10-19 19:31:28, matching_agentidentity id MBR-012692, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124668