Record, TPA, bronze and silver
TPA-51315
Received 2026-08-18T07:25:40Z, line 61,282 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 | Ramirez, Frank | Frank | Changed |
| Middle | ·· | — | Unchanged |
| Last name | — | Ramirez | Changed |
| Date of birth | 09/09/1973·· | 1973-09-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-97290-10 | UHC-97290-10 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 3713242989 | 3713242989 | Unchanged |
| ···· | — | Unchanged | |
| Address | 16 Pine Dr | 16 Pine Dr | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93793 | 93793 | Unchanged |
| Group | GRP-0296·· | GRP-0296 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- frank|ramirez
- Address key
- 16|pine|93793
- Canonical first
- frank
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-103991 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403089 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403088 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041868
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Ramirez, 1973-09-09, 3 records, Verified
Evidence
Matched against ENR-103991
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically492c7926452026-10-19 19:54:39, matching_agentidentity id MBR-041868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103991
- Record linked automaticallyff44f91ef92026-10-19 19:52:09, matching_agentidentity id MBR-041868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103991
- Record linked automaticallyfa0c7606d22026-10-19 19:45:42, matching_agentidentity id MBR-041868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103991
- Record linked automaticallyb918d109312026-10-19 19:32:31, matching_agentidentity id MBR-041868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103991
- Record linked automaticallyd87ca280102026-10-19 19:31:28, scoring_agentidentity id MBR-013148, confidence 1, method probabilistic, matched record ENR-103753, policy version 1