Triple
T9382514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicos Poulantzas |
E225819
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Classes in Contemporary Capitalism
Classes in Contemporary Capitalism is a major Marxist theoretical work by Nicos Poulantzas that analyzes the structure and dynamics of social classes in advanced capitalist societies.
|
E795588
|
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: Classes in Contemporary Capitalism | Statement: [Nicos Poulantzas, notableWork, Classes in Contemporary Capitalism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Classes in Contemporary Capitalism Context triple: [Nicos Poulantzas, notableWork, Classes in Contemporary Capitalism]
-
A.
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.
-
B.
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.
-
C.
A General Theory of Exploitation and Class
A General Theory of Exploitation and Class is a foundational work in analytical Marxism that rigorously reconstructs Marxist class and exploitation theory using formal economic and philosophical methods.
-
D.
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.
-
E.
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.
- 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: Classes in Contemporary Capitalism Triple: [Nicos Poulantzas, notableWork, Classes in Contemporary Capitalism]
Generated description
Classes in Contemporary Capitalism is a major Marxist theoretical work by Nicos Poulantzas that analyzes the structure and dynamics of social classes in advanced capitalist societies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Classes in Contemporary Capitalism Target entity description: Classes in Contemporary Capitalism is a major Marxist theoretical work by Nicos Poulantzas that analyzes the structure and dynamics of social classes in advanced capitalist societies.
-
A.
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.
-
B.
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.
-
C.
A General Theory of Exploitation and Class
A General Theory of Exploitation and Class is a foundational work in analytical Marxism that rigorously reconstructs Marxist class and exploitation theory using formal economic and philosophical methods.
-
D.
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.
-
E.
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.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50c11d648190b03cedbce0b72c60 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100ddec0c8190854fb5db36e840db |
completed | April 4, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_69d1018738ec819098ccb9b7d37bb967 |
completed | April 4, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1024cfedc81908a97b5fe4970719a |
completed | April 4, 2026, 12:21 p.m. |
Created at: March 30, 2026, 7:44 p.m.