Triple

T16832157
Position Surface form Disambiguated ID Type / Status
Subject Martin J. Osborne E409176 entity
Predicate knownFor P22 FINISHED
Object A Course in Game Theory
A Course in Game Theory is a widely used graduate-level textbook that provides a rigorous and comprehensive introduction to the fundamental concepts and models of game theory in economics and related fields.
E324672 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: A Course in Game Theory | Statement: [Martin J. Osborne, knownFor, A Course in Game Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Course in Game Theory
Context triple: [Martin J. Osborne, knownFor, A Course in Game Theory]
  • 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 politically charged 2006 hip-hop album by The Roots, noted for its dense lyricism, live-instrumentation production, and socially conscious themes.
  • D. 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.
  • E. A Course in Microeconomic Theory
    A Course in Microeconomic Theory is a widely used graduate-level textbook that presents modern microeconomic analysis with a strong emphasis on game theory, decision theory, and rigorous mathematical foundations.
  • 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: A Course in Game Theory
Triple: [Martin J. Osborne, knownFor, A Course in Game Theory]
Generated description
A Course in Game Theory is a widely used graduate-level textbook that provides a rigorous and comprehensive introduction to the fundamental concepts and models of game theory in economics and related fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Course in Game Theory
Target entity description: A Course in Game Theory is a widely used graduate-level textbook that provides a rigorous and comprehensive introduction to the fundamental concepts and models of game theory in economics and related fields.
  • A. Game Theory (with Drew Fudenberg) chosen
    "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 politically charged 2006 hip-hop album by The Roots, noted for its dense lyricism, live-instrumentation production, and socially conscious themes.
  • D. 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.
  • E. A Course in Microeconomic Theory
    A Course in Microeconomic Theory is a widely used graduate-level textbook that presents modern microeconomic analysis with a strong emphasis on game theory, decision theory, and rigorous mathematical foundations.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b318b8b88190b3266f4f06a955c1 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2a2a5348190b14af8ab88a281b7 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b475236c8190a345b4c8d3c6cfcf completed May 10, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00b6dfbf448190b41bb7d103ddfc0a completed May 10, 2026, 4:48 p.m.
Created at: April 10, 2026, 5:23 a.m.