Triple

T1723999
Position Surface form Disambiguated ID Type / Status
Subject Nikolai Bukharin E37455 entity
Predicate notableWork P4 FINISHED
Object Imperialism and World Economy
"Imperialism and World Economy" is a Marxist economic analysis by Nikolai Bukharin that examines how the development of global capitalism and finance capital leads to imperialist expansion and inter-imperialist rivalry.
E195166 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 World Economy | Statement: [Nikolai Bukharin, notableWork, Imperialism and World Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imperialism and World Economy
Context triple: [Nikolai Bukharin, notableWork, Imperialism and World Economy]
  • A. 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.
  • B. The Empire Project: The Rise and Fall of the British World-System, 1830–1970
    The Empire Project: The Rise and Fall of the British World-System, 1830–1970 is a major historical study by John Darwin that analyzes the development, global reach, and eventual decline of the British Empire in the modern era.
  • C. After Hegemony: Cooperation and Discord in the World Political Economy
    After Hegemony: Cooperation and Discord in the World Political Economy is a seminal work of neoliberal institutionalist theory in international relations that explains how states achieve cooperation through international institutions even in the absence of a dominant hegemonic power.
  • D. Age of Imperialism
    The Age of Imperialism was a period, mainly in the 19th and early 20th centuries, when industrialized Western powers expanded their control over vast territories in Africa, Asia, and the Pacific for economic, political, and strategic dominance.
  • E. Unfinished Empire: The Global Expansion of Britain
    Unfinished Empire: The Global Expansion of Britain is a historical study that examines the rise, structure, and legacy of the British Empire within a global context.
  • 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 World Economy
Triple: [Nikolai Bukharin, notableWork, Imperialism and World Economy]
Generated description
"Imperialism and World Economy" is a Marxist economic analysis by Nikolai Bukharin that examines how the development of global capitalism and finance capital leads to imperialist expansion and inter-imperialist rivalry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imperialism and World Economy
Target entity description: "Imperialism and World Economy" is a Marxist economic analysis by Nikolai Bukharin that examines how the development of global capitalism and finance capital leads to imperialist expansion and inter-imperialist rivalry.
  • A. 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.
  • B. The Empire Project: The Rise and Fall of the British World-System, 1830–1970
    The Empire Project: The Rise and Fall of the British World-System, 1830–1970 is a major historical study by John Darwin that analyzes the development, global reach, and eventual decline of the British Empire in the modern era.
  • C. After Hegemony: Cooperation and Discord in the World Political Economy
    After Hegemony: Cooperation and Discord in the World Political Economy is a seminal work of neoliberal institutionalist theory in international relations that explains how states achieve cooperation through international institutions even in the absence of a dominant hegemonic power.
  • D. Age of Imperialism
    The Age of Imperialism was a period, mainly in the 19th and early 20th centuries, when industrialized Western powers expanded their control over vast territories in Africa, Asia, and the Pacific for economic, political, and strategic dominance.
  • E. Unfinished Empire: The Global Expansion of Britain
    Unfinished Empire: The Global Expansion of Britain is a historical study that examines the rise, structure, and legacy of the British Empire within a global context.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635a5c8c8190b3fbf977a93838fd completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8aefefc881908acd48eebc67c6ec completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad979ce880819089daecbc8455ec84 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9ba92a848190918a8748fb65348a completed March 8, 2026, 3:54 p.m.
Created at: March 4, 2026, 7:30 p.m.