Record, TPA, bronze and silver
TPA-57888
Received 2026-07-30T08:57:17Z, line 43,964 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | madison | Madison | Changed |
| Middle | O | O | Unchanged |
| Last name | stephens | Stephens | Changed |
| Date of birth | Aug 4, 1951 | 1951-08-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-13108-98 | UHC-13108-98 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 4823249184 | 4823249184 | Unchanged |
| NULL | — | Cleared | |
| Address | 1893 WASHINGTON ST | 1893 Washington St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85243 | 85243 | Unchanged |
| Group | GRP-1363 | GRP-1363 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- madison|stephens
- Address key
- 1893|washington|85243
- Canonical first
- madison
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)
- 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
- 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-417875 | 1.00 | Scored | — | Auto-linked |
| PRV-25297 | 1.00 | Scored | — | Auto-linked |
| ENR-123507 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-123508 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026307
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Stephens, 1951-08-04, 5 records, Verified
Evidence
Matched against CLM-417875
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd64091dad22026-10-19 19:54:38, scoring_agentidentity id MBR-026307, confidence 1, method probabilistic, matched record CLM-417875, policy version 1
- Record linked automatically11c643196b2026-10-19 19:52:09, scoring_agentidentity id MBR-026307, confidence 1, method probabilistic, matched record CLM-417875, policy version 1
- Record linked automaticallyf5548a54e82026-10-19 19:45:42, scoring_agentidentity id MBR-026307, confidence 1, method probabilistic, matched record CLM-417875, policy version 1
- Record linked automatically13ff42bffd2026-10-19 19:32:31, scoring_agentidentity id MBR-026307, confidence 1, method probabilistic, matched record CLM-417875, policy version 1
- Record linked automaticallyb73b427f682026-10-19 19:31:28, scoring_agentidentity id MBR-010559, confidence 1, method probabilistic, matched record PRV-25269, policy version 1