Triple

T1825723
Position Surface form Disambiguated ID Type / Status
Subject Soviet montage school E40648 entity
Predicate influencedBy P9 FINISHED
Object Marxist dialectics
Marxist dialectics is a philosophical framework rooted in Marxism that explains social and historical change through the conflict and resolution of opposing forces, emphasizing material conditions and class struggle.
E61658 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 dialectics | Statement: [Soviet montage school, influencedBy, Marxist dialectics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxist dialectics
Context triple: [Soviet montage school, influencedBy, Marxist dialectics]
  • A. Hegelian dialectics
    Hegelian dialectics is a philosophical framework developed by G.W.F. Hegel that explains historical and conceptual development through the dynamic process of contradiction and resolution, often summarized as thesis–antithesis–synthesis.
  • B. Marxism
    Marxism is a socio-economic and political theory developed by Karl Marx and Friedrich Engels that analyzes class relations and societal conflict through the lens of historical materialism and advocates for the abolition of capitalism and the establishment of a classless, communist society.
  • C. Western Marxism
    Western Marxism is a 20th-century current of Marxist thought, associated with theorists like Herbert Marcuse, that emphasizes culture, philosophy, and critical theory over traditional economic determinism.
  • D. historical materialism
    Historical materialism is a Marxist theory that explains social and historical change primarily through the development of material economic conditions and class relations rather than ideas or ideals.
  • E. School of Marxism
    The School of Marxism is an academic faculty at Wuhan University dedicated to research and teaching in Marxist theory, ideology, and related social sciences.
  • 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 dialectics
Triple: [Soviet montage school, influencedBy, Marxist dialectics]
Generated description
Marxist dialectics is a philosophical framework rooted in Marxism that explains social and historical change through the conflict and resolution of opposing forces, emphasizing material conditions and class struggle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marxist dialectics
Target entity description: Marxist dialectics is a philosophical framework rooted in Marxism that explains social and historical change through the conflict and resolution of opposing forces, emphasizing material conditions and class struggle.
  • A. Hegelian dialectics
    Hegelian dialectics is a philosophical framework developed by G.W.F. Hegel that explains historical and conceptual development through the dynamic process of contradiction and resolution, often summarized as thesis–antithesis–synthesis.
  • B. Marxism
    Marxism is a socio-economic and political theory developed by Karl Marx and Friedrich Engels that analyzes class relations and societal conflict through the lens of historical materialism and advocates for the abolition of capitalism and the establishment of a classless, communist society.
  • C. Western Marxism
    Western Marxism is a 20th-century current of Marxist thought, associated with theorists like Herbert Marcuse, that emphasizes culture, philosophy, and critical theory over traditional economic determinism.
  • D. historical materialism chosen
    Historical materialism is a Marxist theory that explains social and historical change primarily through the development of material economic conditions and class relations rather than ideas or ideals.
  • E. School of Marxism
    The School of Marxism is an academic faculty at Wuhan University dedicated to research and teaching in Marxist theory, ideology, and related social sciences.
  • F. None of above.

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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb00f13888190aa5582263d55d371 completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6927fc8190ad9ce95c92153c64 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc0bf37ac8190b9cbbc5454061e75 completed March 8, 2026, 6:32 p.m.
NED2 Entity disambiguation (via description) batch_69adc197f78481909f848e2ee2741e8d completed March 8, 2026, 6:36 p.m.
Created at: March 4, 2026, 7:32 p.m.