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.