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.