Triple

T1453654
Position Surface form Disambiguated ID Type / Status
Subject Anne-Robert-Jacques Turgot E31348 entity
Predicate notableWork P4 FINISHED
Object Réflexions sur la formation et la distribution des richesses
Réflexions sur la formation et la distribution des richesses is an influential 18th-century economic treatise by Anne-Robert-Jacques Turgot that anticipates key ideas of classical political economy, including capital accumulation, interest, and the role of agriculture in wealth creation.
E166188 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: Réflexions sur la formation et la distribution des richesses | Statement: [Anne-Robert-Jacques Turgot, notableWork, Réflexions sur la formation et la distribution des richesses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Réflexions sur la formation et la distribution des richesses
Context triple: [Anne-Robert-Jacques Turgot, notableWork, Réflexions sur la formation et la distribution des richesses]
  • A. Book IV: Of the Influence of the Progress of Society on Production and Distribution
    Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
  • B. The Accumulation of Capital
    The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
  • C. Elements of Political Economy
    Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
  • D. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • E. The Wealth of Nations
    The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
  • 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: Réflexions sur la formation et la distribution des richesses
Triple: [Anne-Robert-Jacques Turgot, notableWork, Réflexions sur la formation et la distribution des richesses]
Generated description
Réflexions sur la formation et la distribution des richesses is an influential 18th-century economic treatise by Anne-Robert-Jacques Turgot that anticipates key ideas of classical political economy, including capital accumulation, interest, and the role of agriculture in wealth creation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Réflexions sur la formation et la distribution des richesses
Target entity description: Réflexions sur la formation et la distribution des richesses is an influential 18th-century economic treatise by Anne-Robert-Jacques Turgot that anticipates key ideas of classical political economy, including capital accumulation, interest, and the role of agriculture in wealth creation.
  • A. Book IV: Of the Influence of the Progress of Society on Production and Distribution
    Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
  • B. The Accumulation of Capital
    The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
  • C. Elements of Political Economy
    Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
  • D. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • E. The Wealth of Nations
    The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
  • 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_69a499171a28819085b993a3ac78e363 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c57e82d48190a30a4512f39f5de0 completed March 1, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c7db088190877addd5edd6c087 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09ae79588190a64a0897352bfc28 completed March 8, 2026, 5:31 a.m.
NED2 Entity disambiguation (via description) batch_69ad0ac635008190bb82bbb2c27adda5 completed March 8, 2026, 5:36 a.m.
Created at: March 1, 2026, 8 p.m.