Triple

T15502485
Position Surface form Disambiguated ID Type / Status
Subject Khinchin's constant E378994 entity
Predicate relatedTo P37 FINISHED
Object Gauss measure
The Gauss measure is a probability measure on the unit interval that is invariant under the Gauss map used in continued fraction expansions, playing a central role in metric number theory and the study of constants like Khinchin's constant.
E1160949 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: Gauss measure | Statement: [Khinchin's constant, relatedTo, Gauss measure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gauss measure
Context triple: [Khinchin's constant, relatedTo, Gauss measure]
  • A. Liouville measure
    Liouville measure is a canonical volume measure on phase space in Hamiltonian mechanics and symplectic geometry that remains invariant under the system’s time evolution.
  • B. Haar measure
    Haar measure is a fundamental concept in harmonic analysis and topological group theory, providing a translation-invariant way to assign measures to subsets of locally compact groups.
  • C. Piatetski-Shapiro measure
    The Piatetski-Shapiro measure is a probability measure in harmonic analysis and representation theory introduced by Ilya Piatetski-Shapiro, used to study automorphic forms and related number-theoretic structures.
  • D. Stieltjes measure
    A Stieltjes measure is a measure on the real line constructed from a nondecreasing, right-continuous function, providing the measure-theoretic foundation for the Riemann–Stieltjes and Lebesgue–Stieltjes integrals.
  • E. Lebesgue measure
    Lebesgue measure is the standard way of assigning a consistent notion of "length," "area," or "volume" to subsets of Euclidean space, forming the foundation of modern measure theory and integration.
  • 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: Gauss measure
Triple: [Khinchin's constant, relatedTo, Gauss measure]
Generated description
The Gauss measure is a probability measure on the unit interval that is invariant under the Gauss map used in continued fraction expansions, playing a central role in metric number theory and the study of constants like Khinchin's constant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gauss measure
Target entity description: The Gauss measure is a probability measure on the unit interval that is invariant under the Gauss map used in continued fraction expansions, playing a central role in metric number theory and the study of constants like Khinchin's constant.
  • A. Liouville measure
    Liouville measure is a canonical volume measure on phase space in Hamiltonian mechanics and symplectic geometry that remains invariant under the system’s time evolution.
  • B. Haar measure
    Haar measure is a fundamental concept in harmonic analysis and topological group theory, providing a translation-invariant way to assign measures to subsets of locally compact groups.
  • C. Piatetski-Shapiro measure
    The Piatetski-Shapiro measure is a probability measure in harmonic analysis and representation theory introduced by Ilya Piatetski-Shapiro, used to study automorphic forms and related number-theoretic structures.
  • D. Stieltjes measure
    A Stieltjes measure is a measure on the real line constructed from a nondecreasing, right-continuous function, providing the measure-theoretic foundation for the Riemann–Stieltjes and Lebesgue–Stieltjes integrals.
  • E. Lebesgue measure
    Lebesgue measure is the standard way of assigning a consistent notion of "length," "area," or "volume" to subsets of Euclidean space, forming the foundation of modern measure theory and integration.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcc5bb88190b8a9a81419a9a38b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3669f908819087162b1b8a4e4320 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:54 a.m.