Triple
T24546942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ralph Hertwig |
E607252
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | decision scientist |
C46043
|
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: decision scientist Context triple: [Ralph Hertwig, instanceOf, decision scientist]
-
A.
decision theorist
A decision theorist is someone who studies and develops formal frameworks for making rational choices under uncertainty, weighing probabilities, outcomes, and preferences to guide optimal decision-making.
-
B.
behavioral scientist
chosen
A behavioral scientist is a professional who systematically studies human and animal behavior to understand the psychological, social, and environmental factors that influence actions and decision-making.
-
C.
data scientist
A data scientist is a professional who uses statistical analysis, programming, and domain knowledge to extract insights and build predictive models from complex data.
-
D.
decision theory
Decision theory is the study of how agents should and do make rational choices under conditions of uncertainty, balancing preferences, probabilities, and outcomes.
-
E.
social scientist
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.
- 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_69e2c4c9bf94819082d05da6f5c29907 |
completed | April 17, 2026, 11:39 p.m. |
Created at: April 18, 2026, 2:27 a.m.