Triple

T21580477
Position Surface form Disambiguated ID Type / Status
Subject game theory E532507 entity
Predicate hasKeyPublication P80 FINISHED
Object Theory of Games and Economic Behavior — NE NERFINISHED

How this triple was built (2 steps)

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.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Theory of Games and Economic Behavior | Statement: [game theory, hasKeyPublication, Theory of Games and Economic Behavior]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Theory of Games and Economic Behavior
Context triple: [game theory, hasKeyPublication, Theory of Games and Economic Behavior]
  • A. Theory of Games and Economic Behavior chosen
    Theory of Games and Economic Behavior is a foundational 1944 book by John von Neumann and Oskar Morgenstern that established game theory as a rigorous mathematical framework for analyzing strategic decision-making in economics.
  • B. expected utility theory (with John von Neumann)
    Expected utility theory (with John von Neumann) is a foundational framework in economics and decision theory that models how rational agents make choices under uncertainty by maximizing the expected value of a utility function.
  • C. “Contributions to the Theory of Games” (editor)
    “Contributions to the Theory of Games” is a foundational multi-volume collection of research papers that helped establish modern game theory as a rigorous mathematical discipline.
  • D. Notes on the Theory of Choice
    Notes on the Theory of Choice is a concise graduate-level text in microeconomic theory that rigorously develops individual decision-making and choice under uncertainty, widely used as a foundational reference in modern economic analysis.
  • E. Games and Decisions
    Games and Decisions is a foundational book in game theory and decision theory that systematically analyzes strategic behavior and rational choice under uncertainty.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

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_69e0c4618bec8190bcb0feb74568cbb1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeeb5c496c819093113dd5790fca48 completed April 27, 2026, 4:51 a.m.
Created at: April 16, 2026, 6:31 p.m.