Triple

T15742238
Position Surface form Disambiguated ID Type / Status
Subject Truth and Probability E381628 entity
Predicate instanceOf P0 FINISHED
Object work on decision theory 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: work on decision theory
Context triple: [Truth and Probability, instanceOf, work on decision theory]
  • 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. work in social choice theory
    Work in social choice theory examines how individual preferences can be aggregated into collective decisions, analyzing the fairness, consistency, and implications of different voting and choice mechanisms.
  • D. 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.
  • E. 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.
  • 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
Created at: April 10, 2026, 4:46 a.m.