Triple

T3198506
Position Surface form Disambiguated ID Type / Status
Subject Kwame Nkrumah E66987 entity
Predicate authored P80 FINISHED
Object Neo-Colonialism: The Last Stage of Imperialism
Neo-Colonialism: The Last Stage of Imperialism is a seminal political work that critiques how former colonial powers and global capitalism continue to dominate newly independent nations through economic, political, and cultural means rather than direct rule.
E336243 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: Neo-Colonialism: The Last Stage of Imperialism | Statement: [Kwame Nkrumah, authored, Neo-Colonialism: The Last Stage of Imperialism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neo-Colonialism: The Last Stage of Imperialism
Context triple: [Kwame Nkrumah, authored, Neo-Colonialism: The Last Stage of Imperialism]
  • 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. Culture and Imperialism
    Culture and Imperialism is a critical work of literary and cultural theory by Edward Said that examines how Western imperialism is reflected in and reinforced by canonical literature and cultural narratives.
  • 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. The Myth of the State
    The Myth of the State is a posthumously published philosophical work by Ernst Cassirer that analyzes the role of myth and symbolic thought in the rise of modern political ideologies and totalitarianism.
  • E. Blowback: The Costs and Consequences of American Empire
    Blowback: The Costs and Consequences of American Empire is a nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic interventions abroad generate unintended and often violent repercussions.
  • 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: Neo-Colonialism: The Last Stage of Imperialism
Triple: [Kwame Nkrumah, authored, Neo-Colonialism: The Last Stage of Imperialism]
Generated description
Neo-Colonialism: The Last Stage of Imperialism is a seminal political work that critiques how former colonial powers and global capitalism continue to dominate newly independent nations through economic, political, and cultural means rather than direct rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neo-Colonialism: The Last Stage of Imperialism
Target entity description: Neo-Colonialism: The Last Stage of Imperialism is a seminal political work that critiques how former colonial powers and global capitalism continue to dominate newly independent nations through economic, political, and cultural means rather than direct rule.
  • 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. Culture and Imperialism
    Culture and Imperialism is a critical work of literary and cultural theory by Edward Said that examines how Western imperialism is reflected in and reinforced by canonical literature and cultural narratives.
  • 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. The Myth of the State
    The Myth of the State is a posthumously published philosophical work by Ernst Cassirer that analyzes the role of myth and symbolic thought in the rise of modern political ideologies and totalitarianism.
  • E. Blowback: The Costs and Consequences of American Empire
    Blowback: The Costs and Consequences of American Empire is a nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic interventions abroad generate unintended and often violent repercussions.
  • 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada9abe8f88190a4c2ccc31add7959 completed March 8, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bbdc9908190b5d8328f6fbc6002 completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b25034bc4481909c860099cc1aa311 completed March 12, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_69b251458ab48190a374f910103763f2 completed March 12, 2026, 5:38 a.m.
Created at: March 8, 2026, 3:07 p.m.