Triple

T13743910
Position Surface form Disambiguated ID Type / Status
Subject Discography of The Roots E330163 entity
Predicate includesWork P2011 FINISHED
Object 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.
E1059540 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: Game Theory | Statement: [Discography of The Roots, includesWork, Game Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Game Theory
Context triple: [Discography of The Roots, includesWork, Game Theory]
  • A. game theory
    Game theory is a branch of mathematics and economics that studies strategic interactions among rational decision-makers, analyzing how individuals or groups choose actions when outcomes depend on the choices of others.
  • 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. 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.
  • D. Non-cooperative Games
    Non-cooperative Games is John Nash’s seminal 1950 paper that founded modern non-cooperative game theory and introduced the concept now known as Nash equilibrium.
  • E. Game Theory Society
    The Game Theory Society is an international scholarly organization dedicated to advancing research, education, and collaboration in game theory and its applications across economics, mathematics, 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: Game Theory
Triple: [Discography of The Roots, includesWork, Game Theory]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Game Theory
Target entity description: "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.
  • A. game theory
    Game theory is a branch of mathematics and economics that studies strategic interactions among rational decision-makers, analyzing how individuals or groups choose actions when outcomes depend on the choices of others.
  • 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. 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.
  • D. Non-cooperative Games
    Non-cooperative Games is John Nash’s seminal 1950 paper that founded modern non-cooperative game theory and introduced the concept now known as Nash equilibrium.
  • E. Game Theory Society
    The Game Theory Society is an international scholarly organization dedicated to advancing research, education, and collaboration in game theory and its applications across economics, mathematics, and related fields.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de020855ec8190a60fa1cb761f2e68 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a8501890819081152bc2e9c06836 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a994cd688190a077a4854c5c71c9 completed May 3, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 10:07 p.m.