Record, TPA, bronze and silver
TPA-52920
Received 2026-07-05T07:29:25Z, line 97,116 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 | Stephens, Joe | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Stephens | Changed |
| Date of birth | 02/05/2008 | 2008-02-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-6355 | •••-••-6355 | Unchanged |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.82
- Name key
- joseph|stephens
- Address key
- —
- Canonical first
- joseph
Quality flags
3 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)
- 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-406632 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-406633 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-108675 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004535
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Joe Stephens, 2008-02-05, 4 records, Verified
Evidence
Matched against CLM-406632
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically745e6efd862026-10-19 19:54:38, matching_agentidentity id MBR-004535, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406632
- Record linked automatically53e99bd9b42026-10-19 19:52:08, matching_agentidentity id MBR-004535, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406632
- Record linked automaticallye17a79b1e02026-10-19 19:45:42, matching_agentidentity id MBR-004535, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406632
- Record linked automatically17fdd5bc152026-10-19 19:32:31, matching_agentidentity id MBR-004535, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406632
- Record linked automatically1ac2e22d5a2026-10-19 19:31:28, scoring_agentidentity id MBR-003131, confidence 1, method probabilistic, matched record CLM-406597, policy version 1