Triple

T22790861
Position Surface form Disambiguated ID Type / Status
Subject Risk, Ambiguity and the Savage Axioms E564105 entity
Predicate instanceOf P0 FINISHED
Object decision theory paper C6849 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 theory paper
Context triple: [Risk, Ambiguity and the Savage Axioms, instanceOf, decision theory paper]
  • A. decision theory chosen
    Decision theory is the study of how agents should and do make rational choices under conditions of uncertainty, balancing preferences, probabilities, and outcomes.
  • B. theory of rational choice under risk
    A theory of rational choice under risk explains how individuals should make decisions among uncertain outcomes by systematically comparing the expected utilities of available options, given their probabilities and the decision-maker’s preferences.
  • C. 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.
  • D. result in social choice theory
    A result in social choice theory is a formal theorem or proposition that characterizes how individual preferences can be aggregated into a collective decision under specified axioms or conditions.
  • E. decision instrument
    A decision instrument is a structured tool or framework used to systematically evaluate options and guide the selection of an optimal course of action based on defined criteria.
  • 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_69e2455500788190b4b33030461f3bbd completed April 17, 2026, 2:36 p.m.
Created at: April 17, 2026, 3:29 p.m.