Triple

T6176034

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oliver E. Williamson	`E137820`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Economic Institutions of Capitalism The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.	`E572625`	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: The Economic Institutions of Capitalism | Statement: [Oliver E. Williamson, notableWork, The Economic Institutions of Capitalism]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: The Economic Institutions of Capitalism
Context triple: [Oliver E. Williamson, notableWork, The Economic Institutions of Capitalism]

A. A Theory of Socialism and Capitalism
A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
B. Discovery and the Capitalist Process
"Discovery and the Capitalist Process" is a seminal work in Austrian economics that explores the role of entrepreneurial discovery in driving market coordination and economic progress within a capitalist system.
C. The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
D. The Literature of Political Economy
The Literature of Political Economy is a 19th-century bibliographical and critical survey of economic writings compiled by Scottish economist John Ramsay McCulloch.
E. A Theory of Economic History
A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
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: The Economic Institutions of Capitalism
Triple: [Oliver E. Williamson, notableWork, The Economic Institutions of Capitalism]

Generated description

The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: The Economic Institutions of Capitalism
Target entity description: The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.

A. A Theory of Socialism and Capitalism
A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
B. Discovery and the Capitalist Process
"Discovery and the Capitalist Process" is a seminal work in Austrian economics that explores the role of entrepreneurial discovery in driving market coordination and economic progress within a capitalist system.
C. The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
D. The Literature of Political Economy
The Literature of Political Economy is a 19th-century bibliographical and critical survey of economic writings compiled by Scottish economist John Ramsay McCulloch.
E. A Theory of Economic History
A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
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_69c008a80f748190ba3d07ffc81acb29`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c05dc70ac481909fd1db0d69837eca`	completed	March 22, 2026, 9:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c141b69c348190a4e530b7380b643f`	completed	March 23, 2026, 1:35 p.m.
NEDg	Description generation	`batch_69c144384d508190952ff35c20ff7db1`	completed	March 23, 2026, 1:46 p.m.
NED2	Entity disambiguation (via description)	`batch_69c144a2d800819090c351460c0826d1`	completed	March 23, 2026, 1:48 p.m.

Created at: March 22, 2026, 4:18 p.m.