Triple

T6363767
Position Surface form Disambiguated ID Type / Status
Subject Léon Walras E143174 entity
Predicate influencedBy P9 FINISHED
Object Antoine Augustin Cournot
Antoine Augustin Cournot was a 19th-century French philosopher, mathematician, and economist best known for pioneering the mathematical analysis of markets and oligopoly in economics.
E593112 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: Antoine Augustin Cournot | Statement: [Léon Walras, influencedBy, Antoine Augustin Cournot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Antoine Augustin Cournot
Context triple: [Léon Walras, influencedBy, Antoine Augustin Cournot]
  • A. Leon Walras
    Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
  • B. Jean-Baptiste Say
    Jean-Baptiste Say was a French classical economist best known for formulating Say’s Law, which posits that supply creates its own demand.
  • C. Thomas Jevons
    Thomas Jevons was the father of British economist and logician William Stanley Jevons, belonging to the family background that influenced his son's early life and education.
  • D. Francis Ysidro Edgeworth
    Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
  • E. William Stanley Jevons
    William Stanley Jevons was a 19th-century English economist and logician known as a founder of the marginal revolution in economics and for his work on utility theory and the theory of value.
  • 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: Antoine Augustin Cournot
Triple: [Léon Walras, influencedBy, Antoine Augustin Cournot]
Generated description
Antoine Augustin Cournot was a 19th-century French philosopher, mathematician, and economist best known for pioneering the mathematical analysis of markets and oligopoly in economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Antoine Augustin Cournot
Target entity description: Antoine Augustin Cournot was a 19th-century French philosopher, mathematician, and economist best known for pioneering the mathematical analysis of markets and oligopoly in economics.
  • A. Leon Walras
    Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
  • B. Jean-Baptiste Say
    Jean-Baptiste Say was a French classical economist best known for formulating Say’s Law, which posits that supply creates its own demand.
  • C. Thomas Jevons
    Thomas Jevons was the father of British economist and logician William Stanley Jevons, belonging to the family background that influenced his son's early life and education.
  • D. Francis Ysidro Edgeworth
    Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
  • E. William Stanley Jevons
    William Stanley Jevons was a 19th-century English economist and logician known as a founder of the marginal revolution in economics and for his work on utility theory and the theory of value.
  • 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_69c640b2915481909f3251f9c34e8db2 completed March 27, 2026, 8:32 a.m.
NEDg Description generation batch_69c6449ad6648190ad8c4f6269b10e3e completed March 27, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69c644f623288190b78d057ca85cc3c5 completed March 27, 2026, 8:51 a.m.
Created at: March 22, 2026, 4:32 p.m.