Triple

T3076681

Position	Surface form	Disambiguated ID	Type / Status
Subject	Richard T. Ely	`E64153`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Studies in the Evolution of Industrial Society Studies in the Evolution of Industrial Society is a scholarly work by economist Richard T. Ely that analyzes the historical development and social consequences of modern industrial capitalism.	`E325615`	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: Studies in the Evolution of Industrial Society | Statement: [Richard T. Ely, notableWork, Studies in the Evolution of Industrial Society]

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

Target entity: Studies in the Evolution of Industrial Society
Context triple: [Richard T. Ely, notableWork, Studies in the Evolution of Industrial Society]

A. 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.
B. 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.
C. Industrialism and Industrial Man
"Industrialism and Industrial Man" is a seminal sociological study co-authored by Clark Kerr that analyzes how industrialization transforms work, organizations, and social structures in modern societies.
D. The Great Transformation
The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
E. The Theory of Economic Development
The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural 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: Studies in the Evolution of Industrial Society
Triple: [Richard T. Ely, notableWork, Studies in the Evolution of Industrial Society]

Generated description

Studies in the Evolution of Industrial Society is a scholarly work by economist Richard T. Ely that analyzes the historical development and social consequences of modern industrial capitalism.

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

Target entity: Studies in the Evolution of Industrial Society
Target entity description: Studies in the Evolution of Industrial Society is a scholarly work by economist Richard T. Ely that analyzes the historical development and social consequences of modern industrial capitalism.

A. 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.
B. 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.
C. Industrialism and Industrial Man
"Industrialism and Industrial Man" is a seminal sociological study co-authored by Clark Kerr that analyzes how industrialization transforms work, organizations, and social structures in modern societies.
D. The Great Transformation
The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
E. The Theory of Economic Development
The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural 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_69ad857a8aec8190bfdfd9c14554ac5a`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada1a5b4108190979654b459990afd`	completed	March 8, 2026, 4:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b1f889e7fc8190858845221998f321`	completed	March 11, 2026, 11:19 p.m.
NEDg	Description generation	`batch_69b1fc3dc05081909e31da44fb8b37c7`	completed	March 11, 2026, 11:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69b1fd2088388190b405726e7869e112`	completed	March 11, 2026, 11:39 p.m.

Created at: March 8, 2026, 3:02 p.m.