Triple

T22191594
Position Surface form Disambiguated ID Type / Status
Subject Allais paradox E548438 entity
Predicate describedIn P519 FINISHED
Object “Le comportement de l’homme rationnel devant le risque” NE NERFINISHED

How this triple was built (3 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: “Le comportement de l’homme rationnel devant le risque” | Statement: [Allais paradox, describedIn, “Le comportement de l’homme rationnel devant le risque”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Le comportement de l’homme rationnel devant le risque”
Context triple: [Allais paradox, describedIn, “Le comportement de l’homme rationnel devant le risque”]
  • A. Risk, Ambiguity and the Savage Axioms
    "Risk, Ambiguity and the Savage Axioms" is a seminal 1961 paper by Daniel Ellsberg that challenges expected utility theory by demonstrating how people systematically prefer known risks over ambiguous ones, a phenomenon now known as the Ellsberg paradox.
  • B. Notes on the Theory of Choice
    Notes on the Theory of Choice is a concise graduate-level text in microeconomic theory that rigorously develops individual decision-making and choice under uncertainty, widely used as a foundational reference in modern economic analysis.
  • C. Risk, Uncertainty and Profit
    Risk, Uncertainty and Profit is a foundational 1921 work in economics that distinguishes measurable risk from unmeasurable uncertainty and links entrepreneurial profit to bearing such uncertainty.
  • D. Essai philosophique sur les probabilités
    Essai philosophique sur les probabilités is a philosophical treatise by Pierre-Simon Laplace that explores the interpretation and implications of probability theory for human knowledge and decision-making.
  • E. expected utility theory (with John von Neumann)
    Expected utility theory (with John von Neumann) is a foundational framework in economics and decision theory that models how rational agents make choices under uncertainty by maximizing the expected value of a utility function.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Le comportement de l’homme rationnel devant le risque”
Target entity description: “Le comportement de l’homme rationnel devant le risque” is a seminal 1953 paper by Maurice Allais that introduced the Allais paradox and challenged the expected utility theory of decision-making under risk.
  • A. Risk, Ambiguity and the Savage Axioms
    "Risk, Ambiguity and the Savage Axioms" is a seminal 1961 paper by Daniel Ellsberg that challenges expected utility theory by demonstrating how people systematically prefer known risks over ambiguous ones, a phenomenon now known as the Ellsberg paradox.
  • B. Notes on the Theory of Choice
    Notes on the Theory of Choice is a concise graduate-level text in microeconomic theory that rigorously develops individual decision-making and choice under uncertainty, widely used as a foundational reference in modern economic analysis.
  • C. Risk, Uncertainty and Profit
    Risk, Uncertainty and Profit is a foundational 1921 work in economics that distinguishes measurable risk from unmeasurable uncertainty and links entrepreneurial profit to bearing such uncertainty.
  • D. Essai philosophique sur les probabilités
    Essai philosophique sur les probabilités is a philosophical treatise by Pierre-Simon Laplace that explores the interpretation and implications of probability theory for human knowledge and decision-making.
  • E. expected utility theory (with John von Neumann)
    Expected utility theory (with John von Neumann) is a foundational framework in economics and decision theory that models how rational agents make choices under uncertainty by maximizing the expected value of a utility function.
  • F. None of above. chosen

Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae3e8148190a23decd2dfe24e28 completed April 28, 2026, 9:47 p.m.
Created at: April 16, 2026, 8:35 p.m.