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.