Triple

T6542718
Position Surface form Disambiguated ID Type / Status
Subject François Quesnay E168328 entity
Predicate notableIdea P4 FINISHED
Object Tableau économique (economic flow model)
The Tableau économique is an 18th-century economic model devised by François Quesnay that depicts the circular flow of income and production among social classes, laying foundational ideas for classical and macroeconomic analysis.
E605388 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: Tableau économique (economic flow model) | Statement: [François Quesnay, notableIdea, Tableau économique (economic flow model)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tableau économique (economic flow model)
Context triple: [François Quesnay, notableIdea, Tableau économique (economic flow model)]
  • A. Modigliani–Brumberg model
    The Modigliani–Brumberg model is an economic life-cycle theory explaining how individuals plan consumption and saving over their lifetimes to smooth living standards despite changing income.
  • B. input–output analysis
    Input–output analysis is an economic modeling framework that examines the interdependencies between different sectors of an economy by tracking how the output of one industry serves as the input of another.
  • C. Mundell-Fleming model
    The Mundell-Fleming model is a macroeconomic framework that analyzes how monetary and fiscal policy affect output and exchange rates in an open economy with international capital flows.
  • D. Kaldor growth model
    The Kaldor growth model is a post-Keynesian economic framework that explains long-run economic growth through the interaction of capital accumulation, income distribution, and demand-driven dynamics.
  • E. Lucas tree model
    The Lucas tree model is a foundational asset-pricing framework in macroeconomics that models a representative agent’s consumption and investment decisions using a single, infinitely lived “tree” that yields a stochastic stream of dividends.
  • 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: Tableau économique (economic flow model)
Triple: [François Quesnay, notableIdea, Tableau économique (economic flow model)]
Generated description
The Tableau économique is an 18th-century economic model devised by François Quesnay that depicts the circular flow of income and production among social classes, laying foundational ideas for classical and macroeconomic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tableau économique (economic flow model)
Target entity description: The Tableau économique is an 18th-century economic model devised by François Quesnay that depicts the circular flow of income and production among social classes, laying foundational ideas for classical and macroeconomic analysis.
  • A. Modigliani–Brumberg model
    The Modigliani–Brumberg model is an economic life-cycle theory explaining how individuals plan consumption and saving over their lifetimes to smooth living standards despite changing income.
  • B. input–output analysis
    Input–output analysis is an economic modeling framework that examines the interdependencies between different sectors of an economy by tracking how the output of one industry serves as the input of another.
  • C. Mundell-Fleming model
    The Mundell-Fleming model is a macroeconomic framework that analyzes how monetary and fiscal policy affect output and exchange rates in an open economy with international capital flows.
  • D. Kaldor growth model
    The Kaldor growth model is a post-Keynesian economic framework that explains long-run economic growth through the interaction of capital accumulation, income distribution, and demand-driven dynamics.
  • E. Lucas tree model
    The Lucas tree model is a foundational asset-pricing framework in macroeconomics that models a representative agent’s consumption and investment decisions using a single, infinitely lived “tree” that yields a stochastic stream of dividends.
  • 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_69c68a51564081909e93aee0dbd9cca3 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6adeb54d88190a3199f9a517d7232 completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d541f25081909a4b218fd38718c6 completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:50 p.m.