Triple

T6363772
Position Surface form Disambiguated ID Type / Status
Subject Léon Walras E143174 entity
Predicate notableWork P4 FINISHED
Object 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.
E588137 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: Éléments d’économie politique pure | Statement: [Léon Walras, notableWork, Éléments d’économie politique pure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Éléments d’économie politique pure
Context triple: [Léon Walras, notableWork, Éléments d’économie politique pure]
  • A. The Theory of Political Economy
    The Theory of Political Economy is an influential 1871 book by William Stanley Jevons that helped found marginalist economics by emphasizing utility and marginal analysis in value theory.
  • B. An Essay on the Production of Wealth
    An Essay on the Production of Wealth is an early 19th-century economic treatise by Robert Torrens that contributed to classical political economy debates on value, production, and distribution.
  • C. On the Principles of Political Economy and Taxation
    On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
  • D. An Outline of the Science of Political Economy
    An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
  • E. 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.
  • 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: Éléments d’économie politique pure
Triple: [Léon Walras, notableWork, Éléments d’économie politique pure]
Generated description
Éléments d’économie politique pure is Léon Walras’s foundational treatise that systematically develops the theory of general equilibrium in economics using mathematical methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Éléments d’économie politique pure
Target entity description: Éléments d’économie politique pure is Léon Walras’s foundational treatise that systematically develops the theory of general equilibrium in economics using mathematical methods.
  • A. The Theory of Political Economy
    The Theory of Political Economy is an influential 1871 book by William Stanley Jevons that helped found marginalist economics by emphasizing utility and marginal analysis in value theory.
  • B. An Essay on the Production of Wealth
    An Essay on the Production of Wealth is an early 19th-century economic treatise by Robert Torrens that contributed to classical political economy debates on value, production, and distribution.
  • C. On the Principles of Political Economy and Taxation
    On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
  • D. An Outline of the Science of Political Economy
    An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
  • E. 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.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0680d51a4819098a6bcd3dfd73be4 completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d73a6ac8190a02602c3506e4226 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62f2abb7481909a8d6b6a3b07db37 completed March 27, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69c62fcd18a0819089fa5f5912f432aa completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:32 p.m.