Triple

T9254630
Position Surface form Disambiguated ID Type / Status
Subject J. A. Hobson E222409 entity
Predicate notableWork P4 FINISHED
Object Imperialism: A Study
"Imperialism: A Study" is a 1902 political and economic analysis by J. A. Hobson that critiques the capitalist and financial motives behind modern imperial expansion.
E786324 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: A Study | Statement: [J. A. Hobson, notableWork, Imperialism: A Study]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imperialism: A Study
Context triple: [J. A. Hobson, notableWork, Imperialism: A Study]
  • A. A Theory of Imperialism
    A Theory of Imperialism is a political economy book that offers a Marxist analysis of contemporary global capitalism and the structural mechanisms of imperialism in the modern world.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. The New Empire Within Britain
    The New Empire Within Britain is an essay by Salman Rushdie that explores themes of postcolonial identity, migration, and cultural transformation within contemporary British society.
  • 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: A Study
Triple: [J. A. Hobson, notableWork, Imperialism: A Study]
Generated description
"Imperialism: A Study" is a 1902 political and economic analysis by J. A. Hobson that critiques the capitalist and financial motives behind modern imperial expansion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imperialism: A Study
Target entity description: "Imperialism: A Study" is a 1902 political and economic analysis by J. A. Hobson that critiques the capitalist and financial motives behind modern imperial expansion.
  • A. A Theory of Imperialism
    A Theory of Imperialism is a political economy book that offers a Marxist analysis of contemporary global capitalism and the structural mechanisms of imperialism in the modern world.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. The New Empire Within Britain
    The New Empire Within Britain is an essay by Salman Rushdie that explores themes of postcolonial identity, migration, and cultural transformation within contemporary British society.
  • 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_69ca841e4cd481908e738c74e958eaea completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd06b1f6bc81908115e22652d0c85e completed April 1, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0780ea42c819085405d68282e82ec completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d078d9380c81908824442cf484eab3 completed April 4, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69d07934c1c08190ab0b389c9a07a7b0 completed April 4, 2026, 2:36 a.m.
Created at: March 30, 2026, 7:31 p.m.