Record, TPA, bronze and silver
TPA-60689
Received 2026-06-10T23:43:10Z, line 97,371 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 | FERNANDEZ | Fernandez | Changed |
| Date of birth | 1976-10-21 | 1976-10-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-1686 | •••-••-1686 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 3166 DESERT SKY BLVD | 3166 Desert Sky Blvd | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85771 | 85771 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- shirley|fernandez
- Address key
- 3166|desert sky|85771
- Canonical first
- shirley
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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-131713 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-131714 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-424250 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023262
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Shirley Fernandez, 1976-10-21, 4 records, Verified
Evidence
Matched against ENR-131713
| 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 | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automaticallybc9473725c2026-10-22 12:43:54, matching_agentidentity id MBR-023262, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131713
- Record linked automatically609e4085f42026-10-19 19:54:38, matching_agentidentity id MBR-023262, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131713
- Record linked automatically4ba4c486762026-10-19 19:52:09, matching_agentidentity id MBR-023262, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131713
- Record linked automaticallyc7189869d92026-10-19 19:45:42, matching_agentidentity id MBR-023262, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131713
- Record linked automatically54e1ec61e62026-10-19 19:32:31, matching_agentidentity id MBR-023262, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131713
- Record linked automatically01d76c2d332026-10-19 19:31:28, matching_agentidentity id MBR-016953, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-60690