Triple

T21235950
Position Surface form Disambiguated ID Type / Status
Subject Noam Nisan E523342 entity
Predicate coAuthorOf P2389 FINISHED
Object Algorithmic Game Theory
Algorithmic Game Theory is a field at the intersection of computer science and economics that studies algorithms and computational complexity in strategic environments involving self-interested agents.
E552831 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: Algorithmic Game Theory | Statement: [Noam Nisan, coAuthorOf, Algorithmic Game Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Algorithmic Game Theory
Context triple: [Noam Nisan, coAuthorOf, Algorithmic Game Theory]
  • A. foundations of algorithmic game theory
    The foundations of algorithmic game theory comprise the core concepts and results at the intersection of game theory and theoretical computer science, focusing on computational aspects of strategic behavior, equilibria, and mechanism design.
  • B. 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.
  • 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. Track A: Algorithms, Complexity and Games
    Track A: Algorithms, Complexity and Games is a main research track of the International Colloquium on Automata, Languages and Programming (ICALP) focusing on theoretical computer science topics such as algorithm design, computational complexity, and algorithmic game theory.
  • E. 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.
  • 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: Algorithmic Game Theory
Triple: [Noam Nisan, coAuthorOf, Algorithmic Game Theory]
Generated description
Algorithmic Game Theory is a field at the intersection of computer science and economics that studies algorithms and computational complexity in strategic environments involving self-interested agents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Algorithmic Game Theory
Target entity description: Algorithmic Game Theory is a field at the intersection of computer science and economics that studies algorithms and computational complexity in strategic environments involving self-interested agents.
  • A. foundations of algorithmic game theory chosen
    The foundations of algorithmic game theory comprise the core concepts and results at the intersection of game theory and theoretical computer science, focusing on computational aspects of strategic behavior, equilibria, and mechanism design.
  • B. 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.
  • 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. Track A: Algorithms, Complexity and Games
    Track A: Algorithms, Complexity and Games is a main research track of the International Colloquium on Automata, Languages and Programming (ICALP) focusing on theoretical computer science topics such as algorithm design, computational complexity, and algorithmic game theory.
  • E. 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.
  • 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_69e0b513b89c81908b27147e91368db2 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e735202c7481909c642ddaafb40671 completed April 21, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0986f0015c8190aa854cc91a87f7e6 completed May 17, 2026, 9:14 a.m.
NEDg Description generation batch_6a0987a9ceac819083ecb7988661235a completed May 17, 2026, 9:17 a.m.
NED2 Entity disambiguation (via description) batch_6a09881c2d4c8190ab2cdf5dc99a43b0 completed May 17, 2026, 9:19 a.m.
Created at: April 16, 2026, 3:46 p.m.