Record, TPA, bronze and silver
TPA-58481
Received 2026-07-25T02:53:46Z, line 86,271 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 | Gerald·· | Gerald | Changed |
| Middle | — | — | Unchanged |
| Last name | Banks | Banks | Unchanged |
| Date of birth | 10/17/98·· | 1998-10-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-54196-42 | UHC-54196-42 | Unchanged |
| SSN | •••-••-3011 | •••-••-3011 | Unchanged |
| Phone | - | — | Cleared |
| gerald.banks84@hotmail.com | gerald.banks84@hotmail.com | Unchanged | |
| Address | 1424 DESERT SKY BOULEVARD | 1424 Desert Sky Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- gerald|banks
- Address key
- 1424|desert sky|mesa
- Canonical first
- gerald
Quality flags
6 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-125286 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58480 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-25705 | 0.93 | Scored | — | Auto-linked |
| CLM-419179 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013714
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gerald Banks, 1998-10-17, 5 records, Verified
Evidence
Matched against ENR-125286
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically4f876035582026-10-19 19:54:38, matching_agentidentity id MBR-013714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125286
- Record linked automatically3dffa3c6472026-10-19 19:52:09, matching_agentidentity id MBR-013714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125286
- Record linked automatically23178050562026-10-19 19:45:42, matching_agentidentity id MBR-013714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125286
- Record linked automaticallyf23a3a5ad92026-10-19 19:32:31, matching_agentidentity id MBR-013714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125286
- Record linked automaticallyeac565238d2026-10-19 19:31:28, scoring_agentidentity id MBR-021375, confidence 1, method probabilistic, matched record CLM-419470, policy version 1