Record, TPA, bronze and silver
TPA-58444
Received 2026-03-15T06:44:38Z, line 44,078 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 | HEATHER | Heather | Changed |
| Middle | ·· | — | Unchanged |
| Last name | NICOHLS | Nicohls | Changed |
| Date of birth | 1995-11-26 | 1995-11-26 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | — | — | Unchanged |
| ·heather.nichols@outlook.com | heather.nichols@outlook.com | Changed | |
| Address | — | — | Unchanged |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.96
- Name key
- heather|nicohls
- Address key
- —
- Canonical first
- heather
Quality flags
2 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| ENR-125120 | 0.99 | Scored | — | Auto-linked |
| CLM-419049 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019795
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Heather Nichols, 1995-11-26, 3 records, Verified
Evidence
Matched against ENR-125120
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyff1fa4097d2026-10-19 19:54:38, scoring_agentidentity id MBR-019795, confidence 0.992, method probabilistic, matched record ENR-125120, policy version 1
- Record linked automaticallyc25b60c3832026-10-19 19:52:09, scoring_agentidentity id MBR-019795, confidence 0.992, method probabilistic, matched record ENR-125120, policy version 1
- Record linked automaticallyd67fbc433e2026-10-19 19:45:42, scoring_agentidentity id MBR-019795, confidence 0.992, method probabilistic, matched record ENR-125120, policy version 1
- Record linked automaticallyaaa8e634bd2026-10-19 19:32:31, scoring_agentidentity id MBR-019795, confidence 0.992, method probabilistic, matched record ENR-125120, policy version 1
- Record linked automatically76263504bc2026-10-19 19:31:28, matching_agentidentity id MBR-016200, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125405