Triple
T9173460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barbara Nachtrieb Armstrong |
E220136
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | social insurance scholar |
C3067
|
CONCEPT FINISHED |
How this triple was built (1 step)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: social insurance scholar Context triple: [Barbara Nachtrieb Armstrong, instanceOf, social insurance scholar]
-
A.
social scientist
chosen
A social scientist is a researcher who systematically studies human behavior, social relationships, and societal structures using empirical methods to understand and explain social phenomena.
-
B.
socio-economic theory
Socio-economic theory is a conceptual framework that analyzes how economic activity, social structures, and power relations interact to shape the distribution of resources, opportunities, and outcomes in society.
-
C.
social science
Social science is the systematic study of human society, social relationships, and institutions using empirical and theoretical methods to understand patterns of behavior and social structures.
-
D.
health policy scholar
A health policy scholar is an expert who studies, analyzes, and evaluates health systems, laws, and regulations to inform and improve public health decision-making and outcomes.
-
E.
socio-economic study
A socio-economic study is a systematic analysis of how social factors and economic conditions interact to influence individuals, communities, and broader societal outcomes.
- F. None of above.
Provenance (1 batch)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca83e467108190abcae6a33b3d4dad |
completed | March 30, 2026, 2:08 p.m. |
Created at: March 30, 2026, 7:22 p.m.