Triple
T16613981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David M. Kreps |
E403645
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Microeconomic Foundations I: Choice and Competitive Markets
Microeconomic Foundations I: Choice and Competitive Markets is a graduate-level textbook by economist David M. Kreps that rigorously develops individual choice theory and general competitive equilibrium using modern microeconomic and game-theoretic tools.
|
E1223588
|
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: Microeconomic Foundations I: Choice and Competitive Markets | Statement: [David M. Kreps, hasWritten, Microeconomic Foundations I: Choice and Competitive Markets]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microeconomic Foundations I: Choice and Competitive Markets Context triple: [David M. Kreps, hasWritten, Microeconomic Foundations I: Choice and Competitive Markets]
-
A.
Walrasian market-clearing framework
The Walrasian market-clearing framework is a general equilibrium model in which perfectly competitive markets continuously adjust prices so that supply equals demand in all markets simultaneously.
-
B.
The Theory of Industrial Organization
The Theory of Industrial Organization is a foundational economics textbook by Jean Tirole that systematically develops modern industrial organization theory using game-theoretic tools.
-
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.
"Principles of Microeconomics"
"Principles of Microeconomics" is a widely used introductory economics textbook that explains the fundamental concepts and tools of microeconomic analysis for undergraduate students.
-
E.
American Economic Journal: Microeconomics
American Economic Journal: Microeconomics is a peer-reviewed academic journal focusing on research in microeconomic theory and applied microeconomics.
- 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: Microeconomic Foundations I: Choice and Competitive Markets Triple: [David M. Kreps, hasWritten, Microeconomic Foundations I: Choice and Competitive Markets]
Generated description
Microeconomic Foundations I: Choice and Competitive Markets is a graduate-level textbook by economist David M. Kreps that rigorously develops individual choice theory and general competitive equilibrium using modern microeconomic and game-theoretic tools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microeconomic Foundations I: Choice and Competitive Markets Target entity description: Microeconomic Foundations I: Choice and Competitive Markets is a graduate-level textbook by economist David M. Kreps that rigorously develops individual choice theory and general competitive equilibrium using modern microeconomic and game-theoretic tools.
-
A.
Walrasian market-clearing framework
The Walrasian market-clearing framework is a general equilibrium model in which perfectly competitive markets continuously adjust prices so that supply equals demand in all markets simultaneously.
-
B.
The Theory of Industrial Organization
The Theory of Industrial Organization is a foundational economics textbook by Jean Tirole that systematically develops modern industrial organization theory using game-theoretic tools.
-
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.
"Principles of Microeconomics"
"Principles of Microeconomics" is a widely used introductory economics textbook that explains the fundamental concepts and tools of microeconomic analysis for undergraduate students.
-
E.
American Economic Journal: Microeconomics
American Economic Journal: Microeconomics is a peer-reviewed academic journal focusing on research in microeconomic theory and applied microeconomics.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e360983d2c8190b1fe7f18aedfbde1 |
completed | April 18, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0075aeaa9881908bdef0f9f2b52e60 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a007705f57881908b07a20ae8957c64 |
completed | May 10, 2026, 12:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007b18f0b08190a9ddc6ad7358d6b8 |
completed | May 10, 2026, 12:33 p.m. |
Created at: April 10, 2026, 5:17 a.m.