Triple
T13590188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Game Theory (with Drew Fudenberg) |
E324672
|
entity |
| Predicate | topic |
P261
|
FINISHED |
| Object |
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.
|
E1048725
|
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: Bayesian games | Statement: [Game Theory (with Drew Fudenberg), topic, Bayesian games]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bayesian games Context triple: [Game Theory (with Drew Fudenberg), topic, Bayesian games]
-
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 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.
-
D.
Nash equilibrium
A Nash equilibrium is a game-theoretic solution concept where no player can improve their payoff by unilaterally changing their strategy, given the strategies of all other players.
-
E.
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.
- 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: Bayesian games Triple: [Game Theory (with Drew Fudenberg), topic, Bayesian games]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bayesian games Target entity description: 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.
-
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 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.
-
D.
Nash equilibrium
A Nash equilibrium is a game-theoretic solution concept where no player can improve their payoff by unilaterally changing their strategy, given the strategies of all other players.
-
E.
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.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb055cc98819091fab597b69e5e3e |
completed | April 12, 2026, 2:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f76bc347b881908267455f3bdd50e8 |
completed | May 3, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_69f77642e4b881909915c686a0d6c6fa |
completed | May 3, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f778f01700819099c3e9cbc84f29e4 |
completed | May 3, 2026, 4:33 p.m. |
Created at: April 9, 2026, 9:49 p.m.