Triple
T9254632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | J. A. Hobson |
E222409
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Evolution of Modern Capitalism
The Evolution of Modern Capitalism is an influential economic treatise by J. A. Hobson that analyzes the development, structure, and social consequences of industrial capitalism in the late 19th and early 20th centuries.
|
E786326
|
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 Evolution of Modern Capitalism | Statement: [J. A. Hobson, notableWork, The Evolution of Modern Capitalism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Evolution of Modern Capitalism Context triple: [J. A. Hobson, notableWork, The Evolution of Modern Capitalism]
-
A.
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.
-
B.
A Theoretical, Historical and Statistical Analysis of the Capitalist Process
A Theoretical, Historical and Statistical Analysis of the Capitalist Process is the full subtitle of Joseph Schumpeter’s seminal work "Business Cycles," which examines the dynamics and development of capitalist economies over time.
-
C.
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.
-
D.
Accumulation and Stability Under Capitalism
Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
-
E.
The Folklore of Capitalism
The Folklore of Capitalism is a 1937 book by legal scholar Thurman Arnold that critiques American economic and legal institutions by exposing the myths and symbolic beliefs underpinning capitalist ideology.
- 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 Evolution of Modern Capitalism Triple: [J. A. Hobson, notableWork, The Evolution of Modern Capitalism]
Generated description
The Evolution of Modern Capitalism is an influential economic treatise by J. A. Hobson that analyzes the development, structure, and social consequences of industrial capitalism in the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Evolution of Modern Capitalism Target entity description: The Evolution of Modern Capitalism is an influential economic treatise by J. A. Hobson that analyzes the development, structure, and social consequences of industrial capitalism in the late 19th and early 20th centuries.
-
A.
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.
-
B.
A Theoretical, Historical and Statistical Analysis of the Capitalist Process
A Theoretical, Historical and Statistical Analysis of the Capitalist Process is the full subtitle of Joseph Schumpeter’s seminal work "Business Cycles," which examines the dynamics and development of capitalist economies over time.
-
C.
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.
-
D.
Accumulation and Stability Under Capitalism
Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
-
E.
The Folklore of Capitalism
The Folklore of Capitalism is a 1937 book by legal scholar Thurman Arnold that critiques American economic and legal institutions by exposing the myths and symbolic beliefs underpinning capitalist ideology.
- 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_69ca841e4cd481908e738c74e958eaea |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd06b1f6bc81908115e22652d0c85e |
completed | April 1, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0780ea42c819085405d68282e82ec |
completed | April 4, 2026, 2:31 a.m. |
| NEDg | Description generation | batch_69d078d9380c81908824442cf484eab3 |
completed | April 4, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07934c1c08190ab0b389c9a07a7b0 |
completed | April 4, 2026, 2:36 a.m. |
Created at: March 30, 2026, 7:31 p.m.