Triple

T1453661
Position Surface form Disambiguated ID Type / Status
Subject Anne-Robert-Jacques Turgot E31348 entity
Predicate influencedBy P9 FINISHED
Object François Quesnay
François Quesnay was an 18th-century French economist and leading figure of the Physiocratic school, known for his influential economic theories emphasizing agriculture as the source of national wealth.
E168328 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: François Quesnay | Statement: [Anne-Robert-Jacques Turgot, influencedBy, François Quesnay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: François Quesnay
Context triple: [Anne-Robert-Jacques Turgot, influencedBy, François Quesnay]
  • A. Anne-Robert-Jacques Turgot
    Anne-Robert-Jacques Turgot was an 18th-century French economist, statesman, and early advocate of economic liberalism whose ideas influenced later classical 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. David Ricardo
    David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
  • D. Adam Smith
    Adam Smith was an 18th-century Scottish economist and philosopher best known as the author of "The Wealth of Nations" and a foundational figure in classical economics.
  • E. Leon Walras
    Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
  • 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: François Quesnay
Triple: [Anne-Robert-Jacques Turgot, influencedBy, François Quesnay]
Generated description
François Quesnay was an 18th-century French economist and leading figure of the Physiocratic school, known for his influential economic theories emphasizing agriculture as the source of national wealth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: François Quesnay
Target entity description: François Quesnay was an 18th-century French economist and leading figure of the Physiocratic school, known for his influential economic theories emphasizing agriculture as the source of national wealth.
  • A. Anne-Robert-Jacques Turgot
    Anne-Robert-Jacques Turgot was an 18th-century French economist, statesman, and early advocate of economic liberalism whose ideas influenced later classical 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. David Ricardo
    David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
  • D. Adam Smith
    Adam Smith was an 18th-century Scottish economist and philosopher best known as the author of "The Wealth of Nations" and a foundational figure in classical economics.
  • E. Leon Walras
    Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
  • 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_69ad15a0adb0819096c560e8aa317016 completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad167e85488190be549df90e892fed completed March 8, 2026, 6:26 a.m.
NED2 Entity disambiguation (via description) batch_69ad16c8df5c819089809f2eee6f27ee completed March 8, 2026, 6:27 a.m.
Created at: March 1, 2026, 8 p.m.