Triple

T17302941
Position Surface form Disambiguated ID Type / Status
Subject Thomas Schelling E420084 entity
Predicate notableWork P4 FINISHED
Object The Strategy of Conflict
The Strategy of Conflict is a seminal 1960 book by economist Thomas Schelling that applies game theory to international relations and strategic behavior, profoundly influencing the study of conflict and cooperation.
E1261237 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: The Strategy of Conflict | Statement: [Thomas Schelling, notableWork, The Strategy of Conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Strategy of Conflict
Context triple: [Thomas Schelling, notableWork, The Strategy of Conflict]
  • A. Theory of Games and Economic Behavior
    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. 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.
  • C. “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.
  • D. An Introduction to Game Theory
    An Introduction to Game Theory is a widely used textbook that provides a rigorous yet accessible introduction to the fundamental concepts and models of game theory in economics and related fields.
  • 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: The Strategy of Conflict
Triple: [Thomas Schelling, notableWork, The Strategy of Conflict]
Generated description
The Strategy of Conflict is a seminal 1960 book by economist Thomas Schelling that applies game theory to international relations and strategic behavior, profoundly influencing the study of conflict and cooperation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Strategy of Conflict
Target entity description: The Strategy of Conflict is a seminal 1960 book by economist Thomas Schelling that applies game theory to international relations and strategic behavior, profoundly influencing the study of conflict and cooperation.
  • A. Theory of Games and Economic Behavior
    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. 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.
  • C. “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.
  • D. An Introduction to Game Theory
    An Introduction to Game Theory is a widely used textbook that provides a rigorous yet accessible introduction to the fundamental concepts and models of game theory in economics and related fields.
  • 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_69d886db32608190a61e18862c5a8af6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e438fba938819084333764b868bd83 completed April 19, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180de8340819081eae1104d705de0 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a0181ae2d588190a4ff68094529a994 completed May 11, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0182ccd104819088569cf0be87b4d3 completed May 11, 2026, 7:18 a.m.
Created at: April 10, 2026, 5:41 a.m.