Triple

T1423022
Position Surface form Disambiguated ID Type / Status
Subject classical economics E30266 entity
Predicate hasKeyProponent P810 FINISHED
Object 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.
E165098 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: Jean-Baptiste Say | Statement: [classical economics, hasKeyProponent, Jean-Baptiste Say]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jean-Baptiste Say
Context triple: [classical economics, hasKeyProponent, Jean-Baptiste Say]
  • 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. 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.
  • C. Leon Walras
    Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical 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. Carl Menger
    Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective 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: Jean-Baptiste Say
Triple: [classical economics, hasKeyProponent, Jean-Baptiste Say]
Generated description
Jean-Baptiste Say was a French classical economist best known for formulating Say’s Law, which posits that supply creates its own demand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jean-Baptiste Say
Target entity description: Jean-Baptiste Say was a French classical economist best known for formulating Say’s Law, which posits that supply creates its own demand.
  • 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. 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.
  • C. Leon Walras
    Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical 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. Carl Menger
    Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective 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_69a498fb823c8190a67ce4c4837e641a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4ba798881909c2259987248b030 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08b09c948190a5ec17021299049e completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad098f9fd0819094d9478881ca1a46 completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a6c7aa08190b21b00c03f04af27 completed March 8, 2026, 5:34 a.m.
Created at: March 1, 2026, 8 p.m.