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.