Triple

T13590188
Position Surface form Disambiguated ID Type / Status
Subject Game Theory (with Drew Fudenberg) E324672 entity
Predicate topic P261 FINISHED
Object Bayesian games
Bayesian games are strategic games in which players have incomplete information about others’ characteristics or payoffs and instead hold probabilistic beliefs, typically modeled using Bayesian updating.
E1048725 NE FINISHED

How this triple was built (4 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: Bayesian games | Statement: [Game Theory (with Drew Fudenberg), topic, Bayesian games]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bayesian games
Context triple: [Game Theory (with Drew Fudenberg), topic, Bayesian games]
  • A. Game Theory (with Drew Fudenberg)
    "Game Theory (with Drew Fudenberg)" is a widely used graduate-level textbook that provides a rigorous and comprehensive introduction to modern game theory and its applications in economics.
  • B. “Extensive Games and the Problem of Information”
    “Extensive Games and the Problem of Information” is a foundational paper in game theory by Harold W. Kuhn that formalizes extensive-form games and introduces key concepts for analyzing strategic interaction under imperfect information.
  • C. game theory
    Game theory is a branch of mathematics and economics that studies strategic interactions among rational decision-makers, analyzing how individuals or groups choose actions when outcomes depend on the choices of others.
  • D. Nash equilibrium
    A Nash equilibrium is a game-theoretic solution concept where no player can improve their payoff by unilaterally changing their strategy, given the strategies of all other players.
  • E. Non-cooperative Games
    Non-cooperative Games is John Nash’s seminal 1950 paper that founded modern non-cooperative game theory and introduced the concept now known as Nash equilibrium.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bayesian games
Triple: [Game Theory (with Drew Fudenberg), topic, Bayesian games]
Generated description
Bayesian games are strategic games in which players have incomplete information about others’ characteristics or payoffs and instead hold probabilistic beliefs, typically modeled using Bayesian updating.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bayesian games
Target entity description: Bayesian games are strategic games in which players have incomplete information about others’ characteristics or payoffs and instead hold probabilistic beliefs, typically modeled using Bayesian updating.
  • A. Game Theory (with Drew Fudenberg)
    "Game Theory (with Drew Fudenberg)" is a widely used graduate-level textbook that provides a rigorous and comprehensive introduction to modern game theory and its applications in economics.
  • B. “Extensive Games and the Problem of Information”
    “Extensive Games and the Problem of Information” is a foundational paper in game theory by Harold W. Kuhn that formalizes extensive-form games and introduces key concepts for analyzing strategic interaction under imperfect information.
  • C. game theory
    Game theory is a branch of mathematics and economics that studies strategic interactions among rational decision-makers, analyzing how individuals or groups choose actions when outcomes depend on the choices of others.
  • D. Nash equilibrium
    A Nash equilibrium is a game-theoretic solution concept where no player can improve their payoff by unilaterally changing their strategy, given the strategies of all other players.
  • E. Non-cooperative Games
    Non-cooperative Games is John Nash’s seminal 1950 paper that founded modern non-cooperative game theory and introduced the concept now known as Nash equilibrium.
  • F. None of above. chosen

Provenance (5 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb055cc98819091fab597b69e5e3e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc347b881908267455f3bdd50e8 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77642e4b881909915c686a0d6c6fa completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f778f01700819099c3e9cbc84f29e4 completed May 3, 2026, 4:33 p.m.
Created at: April 9, 2026, 9:49 p.m.