Triple
T8901355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Capitalism, Socialism and Democracy |
E211936
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Part I: The Marxian Doctrine
Part I: The Marxian Doctrine is the opening section of Joseph Schumpeter’s "Capitalism, Socialism and Democracy," in which he critically analyzes and interprets Karl Marx’s economic and social theories.
|
E764579
|
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: Part I: The Marxian Doctrine | Statement: [Capitalism, Socialism and Democracy, hasPart, Part I: The Marxian Doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Part I: The Marxian Doctrine Context triple: [Capitalism, Socialism and Democracy, hasPart, Part I: The Marxian Doctrine]
-
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.
History of Materialism
History of Materialism is a seminal 19th-century philosophical work that critically examines the development of materialist thought from antiquity to modern science and its implications for metaphysics and epistemology.
-
C.
Part II: The Rise of Social Theory
Part II: The Rise of Social Theory is a major section of Herbert Marcuse’s book "Reason and Revolution" that examines the historical development and transformation of modern social theory.
-
D.
Towards the Understanding of Karl Marx
Towards the Understanding of Karl Marx is a 1933 philosophical study by Sidney Hook that offers a critical, pragmatist interpretation of Karl Marx’s thought and its implications for modern social theory.
-
E.
Book I: Of Production
Book I: Of Production is the opening section of John Stuart Mill’s "Principles of Political Economy," in which he systematically analyzes how wealth is created through the processes and factors of production.
- 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: Part I: The Marxian Doctrine Triple: [Capitalism, Socialism and Democracy, hasPart, Part I: The Marxian Doctrine]
Generated description
Part I: The Marxian Doctrine is the opening section of Joseph Schumpeter’s "Capitalism, Socialism and Democracy," in which he critically analyzes and interprets Karl Marx’s economic and social theories.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Part I: The Marxian Doctrine Target entity description: Part I: The Marxian Doctrine is the opening section of Joseph Schumpeter’s "Capitalism, Socialism and Democracy," in which he critically analyzes and interprets Karl Marx’s economic and social theories.
-
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.
History of Materialism
History of Materialism is a seminal 19th-century philosophical work that critically examines the development of materialist thought from antiquity to modern science and its implications for metaphysics and epistemology.
-
C.
Part II: The Rise of Social Theory
Part II: The Rise of Social Theory is a major section of Herbert Marcuse’s book "Reason and Revolution" that examines the historical development and transformation of modern social theory.
-
D.
Towards the Understanding of Karl Marx
Towards the Understanding of Karl Marx is a 1933 philosophical study by Sidney Hook that offers a critical, pragmatist interpretation of Karl Marx’s thought and its implications for modern social theory.
-
E.
Book I: Of Production
Book I: Of Production is the opening section of John Stuart Mill’s "Principles of Political Economy," in which he systematically analyzes how wealth is created through the processes and factors of production.
- 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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6428ffc48190814f6b865961dbd1 |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfac1846f481909aad27a6dacddba2 |
completed | April 3, 2026, 12:01 p.m. |
| NEDg | Description generation | batch_69cfacb58f208190b5e8eeba58f1bd78 |
completed | April 3, 2026, 12:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfad73f7a8819089ee3dadf321220e |
completed | April 3, 2026, 12:07 p.m. |
Created at: March 30, 2026, 6:54 p.m.