Triple

T513022
Position Surface form Disambiguated ID Type / Status
Subject Leon Trotsky E10646 entity
Predicate notableWork P4 FINISHED
Object Permanent Revolution
Permanent Revolution is a seminal Marxist theory text by Leon Trotsky that argues socialist revolutions in less-developed countries must become continuous and international to succeed.
E64520 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: Permanent Revolution | Statement: [Leon Trotsky, notableWork, Permanent Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Permanent Revolution
Context triple: [Leon Trotsky, notableWork, Permanent Revolution]
  • A. The Revolution Betrayed
    The Revolution Betrayed is Leon Trotsky’s seminal 1936 analysis of the degeneration of the Soviet Union under Stalin and a foundational critique of bureaucratic socialism.
  • B. Le Coup d’État permanent
    Le Coup d’État permanent is a political essay by François Mitterrand that sharply criticizes France’s Fifth Republic and the presidential power structure established by Charles de Gaulle.
  • C. Revolution (book)
    "Revolution" is a political manifesto and autobiographical book by Emmanuel Macron in which he outlines his vision for France and his centrist reform agenda.
  • D. Reform or Revolution
    Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
  • E. Counterrevolution and Revolt
    Counterrevolution and Revolt is a 1972 political-philosophical work by Herbert Marcuse that analyzes the failures of revolutionary movements of the 1960s and critiques advanced industrial society’s mechanisms of domination and social control.
  • 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: Permanent Revolution
Triple: [Leon Trotsky, notableWork, Permanent Revolution]
Generated description
Permanent Revolution is a seminal Marxist theory text by Leon Trotsky that argues socialist revolutions in less-developed countries must become continuous and international to succeed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Permanent Revolution
Target entity description: Permanent Revolution is a seminal Marxist theory text by Leon Trotsky that argues socialist revolutions in less-developed countries must become continuous and international to succeed.
  • A. The Revolution Betrayed
    The Revolution Betrayed is Leon Trotsky’s seminal 1936 analysis of the degeneration of the Soviet Union under Stalin and a foundational critique of bureaucratic socialism.
  • B. Le Coup d’État permanent
    Le Coup d’État permanent is a political essay by François Mitterrand that sharply criticizes France’s Fifth Republic and the presidential power structure established by Charles de Gaulle.
  • C. Revolution (book)
    "Revolution" is a political manifesto and autobiographical book by Emmanuel Macron in which he outlines his vision for France and his centrist reform agenda.
  • D. Reform or Revolution
    Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
  • E. Counterrevolution and Revolt
    Counterrevolution and Revolt is a 1972 political-philosophical work by Herbert Marcuse that analyzes the failures of revolutionary movements of the 1960s and critiques advanced industrial society’s mechanisms of domination and social control.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1804e908190a1d34ac952e84a3f completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a42a4a648190a1a01d823b698ae3 completed March 1, 2026, 8:40 p.m.
NEDg Description generation batch_69a4a492d2d08190945f9b5bd1e8dfa5 completed March 1, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69a4a52e4ae081909f880462479fc51f completed March 1, 2026, 8:44 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.