Triple

T21580437
Position Surface form Disambiguated ID Type / Status
Subject game theory E532507 entity
Predicate hasConcept P531 FINISHED
Object Bayesian Nash equilibrium
A Bayesian Nash equilibrium is a solution concept in game theory where each player chooses a strategy that maximizes their expected payoff given their beliefs about other players’ private information and strategies.
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 Nash equilibrium | Statement: [game theory, hasConcept, Bayesian Nash equilibrium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bayesian Nash equilibrium
Context triple: [game theory, hasConcept, Bayesian Nash equilibrium]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Choquet game
    The Choquet game is a topological infinite game between two players whose winning strategies characterize important properties of spaces, such as being a Choquet or Baire space.
  • E. Kreps–Wilson sequential equilibrium
    Kreps–Wilson sequential equilibrium is a refinement of Nash equilibrium in extensive-form games that incorporates players’ beliefs and strategies at every decision point to rule out non-credible threats.
  • 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 Nash equilibrium
Triple: [game theory, hasConcept, Bayesian Nash equilibrium]
Generated description
A Bayesian Nash equilibrium is a solution concept in game theory where each player chooses a strategy that maximizes their expected payoff given their beliefs about other players’ private information and strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bayesian Nash equilibrium
Target entity description: A Bayesian Nash equilibrium is a solution concept in game theory where each player chooses a strategy that maximizes their expected payoff given their beliefs about other players’ private information and strategies.
  • A. Bayesian games chosen
    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.
  • B. 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.
  • C. 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.
  • D. Choquet game
    The Choquet game is a topological infinite game between two players whose winning strategies characterize important properties of spaces, such as being a Choquet or Baire space.
  • E. Kreps–Wilson sequential equilibrium
    Kreps–Wilson sequential equilibrium is a refinement of Nash equilibrium in extensive-form games that incorporates players’ beliefs and strategies at every decision point to rule out non-credible threats.
  • F. None of above.

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_69e0c4618bec8190bcb0feb74568cbb1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeeb5c496c819093113dd5790fca48 completed April 27, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f67889bc81908d640cbe0bc4b121 completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f70d94308190b1c8f11e0a93b883 completed May 17, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09f7f91058819081d7230042ec080c completed May 17, 2026, 5:16 p.m.
Created at: April 16, 2026, 6:31 p.m.