Triple
T9239390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marxism and Vietnamese Culture |
E222018
|
entity |
| Predicate | theoreticalBasis |
P7125
|
FINISHED |
| Object |
Marxist–Leninist theory of the superstructure
The Marxist–Leninist theory of the superstructure explains how a society’s political, legal, cultural, and ideological institutions arise from and serve to reinforce its underlying economic base within a socialist framework.
|
E787022
|
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: Marxist–Leninist theory of the superstructure | Statement: [Marxism and Vietnamese Culture, theoreticalBasis, Marxist–Leninist theory of the superstructure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marxist–Leninist theory of the superstructure Context triple: [Marxism and Vietnamese Culture, theoreticalBasis, Marxist–Leninist theory of the superstructure]
-
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.
A Theory of Socialism and Capitalism
A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
-
C.
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.
-
D.
Kommounistiki Epitheorisi
Kommounistiki Epitheorisi is the main theoretical and political journal of the Communist Party of Greece, publishing Marxist-Leninist analysis and party positions.
-
E.
Karl Marx's Theory of History: A Defence
Karl Marx's Theory of History: A Defence is a seminal work by G.A. Cohen that rigorously reconstructs and defends Marx’s historical materialism using the tools of analytic philosophy.
- 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: Marxist–Leninist theory of the superstructure Triple: [Marxism and Vietnamese Culture, theoreticalBasis, Marxist–Leninist theory of the superstructure]
Generated description
The Marxist–Leninist theory of the superstructure explains how a society’s political, legal, cultural, and ideological institutions arise from and serve to reinforce its underlying economic base within a socialist framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marxist–Leninist theory of the superstructure Target entity description: The Marxist–Leninist theory of the superstructure explains how a society’s political, legal, cultural, and ideological institutions arise from and serve to reinforce its underlying economic base within a socialist framework.
-
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.
A Theory of Socialism and Capitalism
A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
-
C.
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.
-
D.
Kommounistiki Epitheorisi
Kommounistiki Epitheorisi is the main theoretical and political journal of the Communist Party of Greece, publishing Marxist-Leninist analysis and party positions.
-
E.
Karl Marx's Theory of History: A Defence
Karl Marx's Theory of History: A Defence is a seminal work by G.A. Cohen that rigorously reconstructs and defends Marx’s historical materialism using the tools of analytic philosophy.
- 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_69ca83ee26cc81909ac624e190597d6d |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccf0a1e49081909c188f1e1e87039b |
completed | April 1, 2026, 10:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d077db03048190b9c1f0812da21733 |
completed | April 4, 2026, 2:30 a.m. |
| NEDg | Description generation | batch_69d07dc19c2881909f095db0659f54db |
completed | April 4, 2026, 2:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07e0ff9188190ba4b9c4ad17d37f5 |
completed | April 4, 2026, 2:57 a.m. |
Created at: March 30, 2026, 7:30 p.m.