Triple

T16801127
Position Surface form Disambiguated ID Type / Status
Subject The Development of the Monist View of History E408354 entity
Predicate relatedWorkOfAuthor P922 FINISHED
Object Fundamental Problems of Marxism
Fundamental Problems of Marxism is a key theoretical work by Georgi Plekhanov that systematically expounds and defends Marxist philosophy, particularly historical materialism, against its critics.
E1232937 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: Fundamental Problems of Marxism | Statement: [The Development of the Monist View of History, relatedWorkOfAuthor, Fundamental Problems of Marxism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fundamental Problems of Marxism
Context triple: [The Development of the Monist View of History, relatedWorkOfAuthor, Fundamental Problems of Marxism]
  • 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. Karl Marx and the Close of His System
    "Karl Marx and the Close of His System" is a seminal 1896 critique by Austrian economist Eugen von Böhm-Bawerk that challenges the internal consistency and value theory of Karl Marx’s economic system.
  • D. In the Tracks of Historical Materialism
    In the Tracks of Historical Materialism is a collection of essays by Perry Anderson that critically surveys the development, debates, and trajectories of Western Marxist theory in the late 20th century.
  • E. 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.
  • 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: Fundamental Problems of Marxism
Triple: [The Development of the Monist View of History, relatedWorkOfAuthor, Fundamental Problems of Marxism]
Generated description
Fundamental Problems of Marxism is a key theoretical work by Georgi Plekhanov that systematically expounds and defends Marxist philosophy, particularly historical materialism, against its critics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fundamental Problems of Marxism
Target entity description: Fundamental Problems of Marxism is a key theoretical work by Georgi Plekhanov that systematically expounds and defends Marxist philosophy, particularly historical materialism, against its critics.
  • 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. Karl Marx and the Close of His System
    "Karl Marx and the Close of His System" is a seminal 1896 critique by Austrian economist Eugen von Böhm-Bawerk that challenges the internal consistency and value theory of Karl Marx’s economic system.
  • D. In the Tracks of Historical Materialism
    In the Tracks of Historical Materialism is a collection of essays by Perry Anderson that critically surveys the development, debates, and trajectories of Western Marxist theory in the late 20th century.
  • E. 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.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2c826808190aa0a5bfcde2e49a8 completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab1598dc81909fa5118e739a3291 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ab7a9b448190bdaf460bbe5f8c2b completed May 10, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_6a00abf09fe4819082ee0c6c6f702822 completed May 10, 2026, 4:01 p.m.
Created at: April 10, 2026, 5:22 a.m.