Triple

T13360138
Position Surface form Disambiguated ID Type / Status
Subject Antonio Labriola E318799 entity
Predicate movement P81 FINISHED
Object Italian Marxism
Italian Marxism is a distinctive national current of Marxist theory and politics in Italy, shaped by thinkers such as Antonio Labriola and later developed through figures like Antonio Gramsci and the Italian communist tradition.
E1036675 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: Italian Marxism | Statement: [Antonio Labriola, movement, Italian Marxism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Italian Marxism
Context triple: [Antonio Labriola, movement, Italian Marxism]
  • A. 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.
  • B. Austro-Marxism
    Austro-Marxism was a distinctive current of Marxist thought developed in early 20th-century Austria that sought to reconcile socialism with nationalism, democracy, and cultural autonomy, influencing both theory and social-democratic practice.
  • C. Italian socialist movement
    The Italian socialist movement is a broad political and social current in Italy advocating socialism, workers’ rights, and social justice through parties, unions, and youth organizations.
  • D. Italian road to socialism
    Italian road to socialism is a political strategy and theoretical line developed by Italian communist leader Palmiro Togliatti that advocated achieving socialism in Italy through democratic, parliamentary, and nationally specific means rather than violent revolution.
  • E. Second International Marxism
    Second International Marxism is the strand of socialist theory and practice developed within the Second International (1889–1916), characterized by its emphasis on parliamentary struggle, mass parties, and debates over reform versus revolution in the workers’ movement.
  • 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: Italian Marxism
Triple: [Antonio Labriola, movement, Italian Marxism]
Generated description
Italian Marxism is a distinctive national current of Marxist theory and politics in Italy, shaped by thinkers such as Antonio Labriola and later developed through figures like Antonio Gramsci and the Italian communist tradition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Italian Marxism
Target entity description: Italian Marxism is a distinctive national current of Marxist theory and politics in Italy, shaped by thinkers such as Antonio Labriola and later developed through figures like Antonio Gramsci and the Italian communist tradition.
  • A. 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.
  • B. Austro-Marxism
    Austro-Marxism was a distinctive current of Marxist thought developed in early 20th-century Austria that sought to reconcile socialism with nationalism, democracy, and cultural autonomy, influencing both theory and social-democratic practice.
  • C. Italian socialist movement
    The Italian socialist movement is a broad political and social current in Italy advocating socialism, workers’ rights, and social justice through parties, unions, and youth organizations.
  • D. Italian road to socialism
    Italian road to socialism is a political strategy and theoretical line developed by Italian communist leader Palmiro Togliatti that advocated achieving socialism in Italy through democratic, parliamentary, and nationally specific means rather than violent revolution.
  • E. Second International Marxism
    Second International Marxism is the strand of socialist theory and practice developed within the Second International (1889–1916), characterized by its emphasis on parliamentary struggle, mass parties, and debates over reform versus revolution in the workers’ movement.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69da6289edf4819099b21cfbb668e923 completed April 11, 2026, 3:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7267ab580819091577c24dd952c99 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7277a73248190aa59a997d719cab8 completed May 3, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69f7281e150081909a92201ceb30b8d6 completed May 3, 2026, 10:49 a.m.
Created at: April 9, 2026, 9:32 p.m.