Triple

T20627184
Position Surface form Disambiguated ID Type / Status
Subject Krein–Milman theorem E506849 entity
Predicate relatedTo P37 FINISHED
Object Choquet theory
Choquet theory is a branch of functional analysis and convexity that studies the representation of points in convex sets as integrals over their extreme points, often via probability measures.
E1440909 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: Choquet theory | Statement: [Krein–Milman theorem, relatedTo, Choquet theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Choquet theory
Context triple: [Krein–Milman theorem, relatedTo, Choquet theory]
  • A. Choquet game
    The Choquet game is a topological infinite game between two players whose winning strategies characterize important properties of spaces, such as being a Choquet or Baire space.
  • B. Carathéodory’s extension theorem
    Carathéodory’s extension theorem is a fundamental result in measure theory that guarantees a unique extension of a pre-measure defined on an algebra of sets to a complete measure on the generated σ-algebra.
  • C. measure theory
    Measure theory is a branch of mathematical analysis that rigorously formalizes the concepts of length, area, volume, and integration for very general sets and functions.
  • D. A Radical Approach to Lebesgue’s Theory of Integration
    A Radical Approach to Lebesgue’s Theory of Integration is a mathematics textbook by David Bressoud that offers an intuitive, historically informed introduction to Lebesgue integration and measure theory.
  • E. Harmonic Analysis and the Theory of Probability
    Harmonic Analysis and the Theory of Probability is a seminal mathematical monograph that connects Fourier-analytic methods with probabilistic concepts, helping to lay the foundations of modern probability theory.
  • 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: Choquet theory
Triple: [Krein–Milman theorem, relatedTo, Choquet theory]
Generated description
Choquet theory is a branch of functional analysis and convexity that studies the representation of points in convex sets as integrals over their extreme points, often via probability measures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Choquet theory
Target entity description: Choquet theory is a branch of functional analysis and convexity that studies the representation of points in convex sets as integrals over their extreme points, often via probability measures.
  • A. Choquet game
    The Choquet game is a topological infinite game between two players whose winning strategies characterize important properties of spaces, such as being a Choquet or Baire space.
  • B. Carathéodory’s extension theorem
    Carathéodory’s extension theorem is a fundamental result in measure theory that guarantees a unique extension of a pre-measure defined on an algebra of sets to a complete measure on the generated σ-algebra.
  • C. measure theory
    Measure theory is a branch of mathematical analysis that rigorously formalizes the concepts of length, area, volume, and integration for very general sets and functions.
  • D. A Radical Approach to Lebesgue’s Theory of Integration
    A Radical Approach to Lebesgue’s Theory of Integration is a mathematics textbook by David Bressoud that offers an intuitive, historically informed introduction to Lebesgue integration and measure theory.
  • E. Harmonic Analysis and the Theory of Probability
    Harmonic Analysis and the Theory of Probability is a seminal mathematical monograph that connects Fourier-analytic methods with probabilistic concepts, helping to lay the foundations of modern probability theory.
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6abe576c081909231dc0d7304b9a9 completed April 20, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb1d9fc881909afe38600d8556b1 completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bbb64c40819080b2ea24d1f774ff completed May 16, 2026, 6:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08bc4ea25881909fa71fe2f1b6ddb4 completed May 16, 2026, 6:49 p.m.
Created at: April 16, 2026, 11:42 a.m.