Triple

T2584866
Position Surface form Disambiguated ID Type / Status
Subject Karl Polanyi E57174 entity
Predicate influencedBy P9 FINISHED
Object Austro-Marxism
Austro-Marxism was a school of Marxist thought that emerged in the Austro-Hungarian Empire, known for blending Marxist theory with democratic and national-cultural concerns and influencing various 20th-century social theorists.
E36052 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: Austro-Marxism | Statement: [Karl Polanyi, influencedBy, Austro-Marxism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Austro-Marxism
Context triple: [Karl Polanyi, influencedBy, Austro-Marxism]
  • A. Eurocommunism
    Eurocommunism was a reformist current within Western European communist parties during the 1970s that sought greater independence from the Soviet Union and embraced more democratic, pluralist, and parliamentary approaches to socialism.
  • B. Trotskyism
    Trotskyism is a Marxist revolutionary ideology advocating permanent international revolution, workers’ democracy, and opposition to Stalinist bureaucracy.
  • C. Leninism
    Leninism is a Marxist political and revolutionary theory that emphasizes the role of a vanguard party, democratic centralism, and the necessity of a proletarian dictatorship to achieve and consolidate socialism.
  • D. 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.
  • E. 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.
  • 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: Austro-Marxism
Triple: [Karl Polanyi, influencedBy, Austro-Marxism]
Generated description
Austro-Marxism was a school of Marxist thought that emerged in the Austro-Hungarian Empire, known for blending Marxist theory with democratic and national-cultural concerns and influencing various 20th-century social theorists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Austro-Marxism
Target entity description: Austro-Marxism was a school of Marxist thought that emerged in the Austro-Hungarian Empire, known for blending Marxist theory with democratic and national-cultural concerns and influencing various 20th-century social theorists.
  • A. Eurocommunism
    Eurocommunism was a reformist current within Western European communist parties during the 1970s that sought greater independence from the Soviet Union and embraced more democratic, pluralist, and parliamentary approaches to socialism.
  • B. Trotskyism
    Trotskyism is a Marxist revolutionary ideology advocating permanent international revolution, workers’ democracy, and opposition to Stalinist bureaucracy.
  • C. Leninism
    Leninism is a Marxist political and revolutionary theory that emphasizes the role of a vanguard party, democratic centralism, and the necessity of a proletarian dictatorship to achieve and consolidate socialism.
  • D. 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.
  • E. Western Marxism chosen
    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.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3cd07588190b3cb8cc348f12938 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6581f6fc819099ea28ecbb0093d7 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af67bbd6048190aaa091e6ce8cdd23 completed March 10, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69af6839cd1c81909ef772cda4bd2f9c completed March 10, 2026, 12:39 a.m.
Created at: March 6, 2026, 9:49 p.m.