Triple

T2580495
Position Surface form Disambiguated ID Type / Status
Subject Enver Hoxha E57077 entity
Predicate notableWork P4 FINISHED
Object Imperialism and the Revolution
Imperialism and the Revolution is a political treatise by Albanian leader Enver Hoxha that offers a staunchly anti-revisionist Marxist-Leninist critique of modern imperialism and contemporary communist movements.
E279803 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: Imperialism and the Revolution | Statement: [Enver Hoxha, notableWork, Imperialism and the Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imperialism and the Revolution
Context triple: [Enver Hoxha, notableWork, Imperialism and the Revolution]
  • A. Imperialism, the Highest Stage of Capitalism
    Imperialism, the Highest Stage of Capitalism is a 1917 political and economic treatise by Vladimir Lenin that analyzes imperialism as an advanced, monopolistic phase of capitalism characterized by the dominance of finance capital and the division of the world among great powers.
  • B. 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.
  • C. 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.
  • D. Imperialism and Civilization
    "Imperialism and Civilization" is a political and historical critique by Leonard Woolf that examines the impact of imperialist policies on both colonized societies and the moral fabric of the imperial powers.
  • E. The Knouto-Germanic Empire and the Social Revolution
    The Knouto-Germanic Empire and the Social Revolution is a political work by Mikhail Bakunin analyzing the reactionary tendencies of the Russian and German states and advocating for a sweeping social revolution across Europe.
  • 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: Imperialism and the Revolution
Triple: [Enver Hoxha, notableWork, Imperialism and the Revolution]
Generated description
Imperialism and the Revolution is a political treatise by Albanian leader Enver Hoxha that offers a staunchly anti-revisionist Marxist-Leninist critique of modern imperialism and contemporary communist movements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imperialism and the Revolution
Target entity description: Imperialism and the Revolution is a political treatise by Albanian leader Enver Hoxha that offers a staunchly anti-revisionist Marxist-Leninist critique of modern imperialism and contemporary communist movements.
  • A. Imperialism, the Highest Stage of Capitalism
    Imperialism, the Highest Stage of Capitalism is a 1917 political and economic treatise by Vladimir Lenin that analyzes imperialism as an advanced, monopolistic phase of capitalism characterized by the dominance of finance capital and the division of the world among great powers.
  • B. 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.
  • C. 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.
  • D. Imperialism and Civilization
    "Imperialism and Civilization" is a political and historical critique by Leonard Woolf that examines the impact of imperialist policies on both colonized societies and the moral fabric of the imperial powers.
  • E. The Knouto-Germanic Empire and the Social Revolution
    The Knouto-Germanic Empire and the Social Revolution is a political work by Mikhail Bakunin analyzing the reactionary tendencies of the Russian and German states and advocating for a sweeping social revolution across Europe.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3c6da888190ba7abfe37d182602 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6579bab88190891c23721eaccfc8 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af67843ef481909dfa3d6cb29cef51 completed March 10, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69af67fc75c48190aa04defed7ad2aaf completed March 10, 2026, 12:38 a.m.
Created at: March 6, 2026, 9:49 p.m.