Record, TPA, bronze and silver
TPA-54025
Received 2026-03-18T21:29:21Z, line 89,611 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 | HIROSHHI | Hiroshhi | Changed |
| Middle | — | — | Unchanged |
| Last name | MLILER | Mliler | Changed |
| Date of birth | 09/12/1978 | 1978-09-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-76081-36 | UHC-76081-36 | Parsed |
| SSN | •••-••-0228 | •••-••-0228 | Unchanged |
| Phone | — | — | Unchanged |
| ·· | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | navigate-hmo·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.90
- Name key
- hiroshhi|mliler
- Address key
- —
- Canonical first
- hiroshhi
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| CLM-409268 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22708 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020564
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Hiroshi Miller, 1978-09-12, 3 records, Verified
Evidence
Matched against CLM-409268
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically94ce068eac2026-10-19 19:54:38, matching_agentidentity id MBR-020564, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409268
- Record linked automaticallya3dda1490b2026-10-19 19:52:09, matching_agentidentity id MBR-020564, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409268
- Record linked automatically9a7843fafa2026-10-19 19:45:42, matching_agentidentity id MBR-020564, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409268
- Record linked automaticallyc64394d8972026-10-19 19:32:31, matching_agentidentity id MBR-020564, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409268
- Record linked automatically33fed27e882026-10-19 19:31:28, scoring_agentidentity id MBR-021074, confidence 1, method probabilistic, matched record CLM-409066, policy version 1