Triple
T16613983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David M. Kreps |
E403645
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Corporate Culture and Economic Theory
"Corporate Culture and Economic Theory" is an influential work by economist David M. Kreps that analyzes how corporate culture shapes firms’ behavior, incentives, and performance within an economic-theoretic framework.
|
E1223590
|
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: Corporate Culture and Economic Theory | Statement: [David M. Kreps, hasWritten, Corporate Culture and Economic Theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Corporate Culture and Economic Theory Context triple: [David M. Kreps, hasWritten, Corporate Culture and Economic Theory]
-
A.
The Economics of Industry
The Economics of Industry is an influential 19th-century economics textbook co-authored by Mary Paley Marshall and Alfred Marshall that helped shape the study of industrial organization and economic theory.
-
B.
behavioral theory of the firm
The behavioral theory of the firm is an organizational and economic framework that explains how companies actually make decisions based on bounded rationality, routines, and internal politics rather than purely profit-maximizing optimization.
-
C.
Economy and Society
Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
-
D.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
-
E.
theory of the firm
The theory of the firm is an economic framework that explains why firms exist, how they are structured, and what determines their boundaries and behavior in markets, particularly in relation to transaction costs and contractual arrangements.
- 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: Corporate Culture and Economic Theory Triple: [David M. Kreps, hasWritten, Corporate Culture and Economic Theory]
Generated description
"Corporate Culture and Economic Theory" is an influential work by economist David M. Kreps that analyzes how corporate culture shapes firms’ behavior, incentives, and performance within an economic-theoretic framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Corporate Culture and Economic Theory Target entity description: "Corporate Culture and Economic Theory" is an influential work by economist David M. Kreps that analyzes how corporate culture shapes firms’ behavior, incentives, and performance within an economic-theoretic framework.
-
A.
The Economics of Industry
The Economics of Industry is an influential 19th-century economics textbook co-authored by Mary Paley Marshall and Alfred Marshall that helped shape the study of industrial organization and economic theory.
-
B.
behavioral theory of the firm
The behavioral theory of the firm is an organizational and economic framework that explains how companies actually make decisions based on bounded rationality, routines, and internal politics rather than purely profit-maximizing optimization.
-
C.
Economy and Society
Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
-
D.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
-
E.
theory of the firm
The theory of the firm is an economic framework that explains why firms exist, how they are structured, and what determines their boundaries and behavior in markets, particularly in relation to transaction costs and contractual arrangements.
- 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.