Triple

T23358332
Position Surface form Disambiguated ID Type / Status
Subject Antoine Augustin Cournot E593112 entity
Predicate notableWork P4 FINISHED
Object Recherches sur les principes mathématiques de la théorie des richesses — NE NERFINISHED

How this triple was built (3 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: Recherches sur les principes mathématiques de la théorie des richesses | Statement: [Antoine Augustin Cournot, notableWork, Recherches sur les principes mathématiques de la théorie des richesses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Recherches sur les principes mathématiques de la théorie des richesses
Context triple: [Antoine Augustin Cournot, notableWork, Recherches sur les principes mathématiques de la théorie des richesses]
  • A. Éléments d’économie politique pure
    Éléments d’économie politique pure is Léon Walras’s foundational treatise that systematically develops the theory of general equilibrium in economics using mathematical methods.
  • B. Elements of Pure Economics
    Elements of Pure Economics is a foundational 1874 work by French economist Léon Walras that helped establish general equilibrium theory in neoclassical economics.
  • C. Theorie der gesellschaftlichen Wirtschaft
    "Theorie der gesellschaftlichen Wirtschaft" is a foundational work in Austrian economics by Friedrich von Wieser that develops a systematic theory of social economics, including value, cost, and the organization of economic activity in society.
  • D. 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.
  • E. General Theory of Value
    General Theory of Value is a major work in philosophy by Ralph Barton Perry that systematically examines the nature, foundations, and role of value in human life and ethics.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Recherches sur les principes mathématiques de la théorie des richesses
Target entity description: Recherches sur les principes mathématiques de la théorie des richesses is an 1838 treatise by Antoine Augustin Cournot that pioneered the use of mathematical methods in economics, notably introducing concepts such as demand functions and duopoly analysis.
  • A. Éléments d’économie politique pure
    Éléments d’économie politique pure is Léon Walras’s foundational treatise that systematically develops the theory of general equilibrium in economics using mathematical methods.
  • B. Elements of Pure Economics
    Elements of Pure Economics is a foundational 1874 work by French economist Léon Walras that helped establish general equilibrium theory in neoclassical economics.
  • C. Theorie der gesellschaftlichen Wirtschaft
    "Theorie der gesellschaftlichen Wirtschaft" is a foundational work in Austrian economics by Friedrich von Wieser that develops a systematic theory of social economics, including value, cost, and the organization of economic activity in society.
  • D. 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.
  • E. General Theory of Value
    General Theory of Value is a major work in philosophy by Ralph Barton Perry that systematically examines the nature, foundations, and role of value in human life and ethics.
  • F. None of above. chosen

Provenance (2 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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19a196b308190bfe9bb4b6e7ec363 completed April 29, 2026, 5:41 a.m.
Created at: April 17, 2026, 5:29 p.m.