Record, TPA, bronze and silver
TPA-59274
Received 2026-08-18T05:10:47Z, line 54,973 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 | Karen·· | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | Niichols | Niichols | Unchanged |
| Date of birth | 1944-07-15 | 1944-07-15 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9154 | •••-••-9154 | Unchanged |
| Phone | null | — | Cleared |
| - | — | Cleared | |
| Address | 8450 Indian School Rd | 8450 Indian School Rd | Unchanged |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90035 | 90035 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.96
- Name key
- karen|niichols
- Address key
- 8450|indian school|90035
- Canonical first
- karen
Quality flags
2 raised during normalisation
- 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 |
|---|---|---|---|---|
| PRV-26219 | 0.99 | Scored | — | Auto-linked |
| CLM-421094 | 0.99 | Scored | — | Auto-linked |
| ENR-127698 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009993
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Karen Nichols, 1944-07-15, 4 records, Verified
Evidence
Matched against CLM-421094
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically46066b0b072026-10-22 12:43:54, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record CLM-421094, policy version 1
- Record linked automaticallybe1d1afc332026-10-19 19:54:38, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record CLM-421094, policy version 1
- Record linked automaticallyf18ec037cc2026-10-19 19:52:09, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record CLM-421094, policy version 1
- Record linked automaticallyb2d2fd5dc12026-10-19 19:45:42, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record CLM-421094, policy version 1
- Record linked automatically2d01a1dea42026-10-19 19:32:31, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record CLM-421094, policy version 1
- Record linked automaticallyee877b4a192026-10-19 19:31:28, scoring_agentidentity id MBR-009870, confidence 1, method probabilistic, matched record TPA-59273, policy version 1