Triple

T16613985
Position Surface form Disambiguated ID Type / Status
Subject David M. Kreps E403645 entity
Predicate knownFor P22 FINISHED
Object 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.
E1223591 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: Kreps–Wilson sequential equilibrium | Statement: [David M. Kreps, knownFor, Kreps–Wilson sequential equilibrium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kreps–Wilson sequential equilibrium
Context triple: [David M. Kreps, knownFor, Kreps–Wilson sequential equilibrium]
  • A. “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.
  • B. 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.
  • C. On Equilibrium
    On Equilibrium is a philosophical work by John Ralston Saul that explores the importance of balancing key human qualities—such as reason, ethics, and common sense—to create a more humane and democratic society.
  • D. Nash bargaining solution
    The Nash bargaining solution is a foundational concept in game theory that defines a fair and efficient outcome for two-party bargaining problems based on axioms of rationality and symmetry.
  • E. Rubinstein bargaining model
    The Rubinstein bargaining model is a foundational game-theoretic framework that analyzes how two parties reach agreement over time through alternating offers under the influence of impatience and strategic delay.
  • 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: Kreps–Wilson sequential equilibrium
Triple: [David M. Kreps, knownFor, Kreps–Wilson sequential equilibrium]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kreps–Wilson sequential equilibrium
Target entity description: 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.
  • A. “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.
  • B. 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.
  • C. On Equilibrium
    On Equilibrium is a philosophical work by John Ralston Saul that explores the importance of balancing key human qualities—such as reason, ethics, and common sense—to create a more humane and democratic society.
  • D. Nash bargaining solution
    The Nash bargaining solution is a foundational concept in game theory that defines a fair and efficient outcome for two-party bargaining problems based on axioms of rationality and symmetry.
  • E. Rubinstein bargaining model
    The Rubinstein bargaining model is a foundational game-theoretic framework that analyzes how two parties reach agreement over time through alternating offers under the influence of impatience and strategic delay.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e360983d2c8190b1fe7f18aedfbde1 completed April 18, 2026, 10:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0075aeaa9881908bdef0f9f2b52e60 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a007705f57881908b07a20ae8957c64 completed May 10, 2026, 12:16 p.m.
NED2 Entity disambiguation (via description) batch_6a007b18f0b08190a9ddc6ad7358d6b8 completed May 10, 2026, 12:33 p.m.
Created at: April 10, 2026, 5:17 a.m.