Triple
T3062664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Analytical Marxism |
E62030
|
entity |
| Predicate | hasKeyWork |
P6200
|
FINISHED |
| Object |
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.
|
E323244
|
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: A General Theory of Exploitation and Class | Statement: [Analytical Marxism, hasKeyWork, A General Theory of Exploitation and Class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A General Theory of Exploitation and Class Context triple: [Analytical Marxism, hasKeyWork, A General Theory of Exploitation and Class]
-
A.
The Decomposition of Marxism
The Decomposition of Marxism is a 1908 work by French theorist Georges Sorel that critically examines and challenges orthodox Marxist doctrine, helping to shape later revolutionary syndicalist and anti-determinist thought.
-
B.
The System of Economic Contradictions, or The Philosophy of Poverty
The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
-
C.
The Process of Capitalist Production as a Whole
"The Process of Capitalist Production as a Whole" is the third volume of Karl Marx’s Das Kapital, in which he analyzes the overall dynamics of the capitalist system, including profit, interest, and the distribution of surplus value.
-
D.
Marxian labor theory of value
The Marxian labor theory of value is an economic theory asserting that the value of a commodity is fundamentally determined by the socially necessary labor time required for its production.
-
E.
The Social Basis of the Third International Theory
The Social Basis of the Third International Theory is the third section of Muammar Gaddafi’s political manifesto The Green Book, outlining the social principles and structures underpinning his proposed alternative to capitalism and communism.
- 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: A General Theory of Exploitation and Class Triple: [Analytical Marxism, hasKeyWork, A General Theory of Exploitation and Class]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A General Theory of Exploitation and Class Target entity description: 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.
-
A.
The Decomposition of Marxism
The Decomposition of Marxism is a 1908 work by French theorist Georges Sorel that critically examines and challenges orthodox Marxist doctrine, helping to shape later revolutionary syndicalist and anti-determinist thought.
-
B.
The System of Economic Contradictions, or The Philosophy of Poverty
The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
-
C.
The Process of Capitalist Production as a Whole
"The Process of Capitalist Production as a Whole" is the third volume of Karl Marx’s Das Kapital, in which he analyzes the overall dynamics of the capitalist system, including profit, interest, and the distribution of surplus value.
-
D.
Marxian labor theory of value
The Marxian labor theory of value is an economic theory asserting that the value of a commodity is fundamentally determined by the socially necessary labor time required for its production.
-
E.
The Social Basis of the Third International Theory
The Social Basis of the Third International Theory is the third section of Muammar Gaddafi’s political manifesto The Green Book, outlining the social principles and structures underpinning his proposed alternative to capitalism and communism.
- 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_69ad85793e5c8190a358049bc4a98d8c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ad9ea088fc819090b9d5bbcb268671 |
completed | March 8, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ef118cb48190a1f666ead7c19a12 |
completed | March 11, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69b1f1291670819083866bd4950d4124 |
completed | March 11, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f1990be08190bfa83c08323c5d40 |
completed | March 11, 2026, 10:50 p.m. |
Created at: March 8, 2026, 3:02 p.m.