Triple

T210592
Position Surface form Disambiguated ID Type / Status
Subject Bekenstein–Hawking entropy E4708 entity
Predicate usesConstant P9148 FINISHED
Object Boltzmann constant E7358 NE FINISHED

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: Boltzmann constant | Statement: [Bekenstein–Hawking entropy, usesConstant, Boltzmann constant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boltzmann constant
Context triple: [Bekenstein–Hawking entropy, usesConstant, Boltzmann constant]
  • A. Boltzmann constant chosen
    The Boltzmann constant is a fundamental physical constant that links temperature to energy at the particle level, playing a central role in statistical mechanics and thermodynamics.
  • B. Avogadro constant
    The Avogadro constant is the fundamental physical constant that specifies the number of constituent particles, usually atoms or molecules, in one mole of a substance.
  • C. Maxwell–Boltzmann statistics
    Maxwell–Boltzmann statistics is a classical statistical framework in physics that describes the distribution of speeds or energies among distinguishable, non-quantum particles in thermal equilibrium.
  • D. Einstein–Smoluchowski relation
    The Einstein–Smoluchowski relation is a fundamental equation in statistical physics that links the diffusion coefficient of particles undergoing Brownian motion to their mobility and thermal energy.
  • E. Ludwig Boltzmann
    Ludwig Boltzmann was an Austrian physicist and one of the founders of statistical mechanics, whose work established the statistical nature of thermodynamics and the microscopic interpretation of entropy.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesConstant
Context triple: [Bekenstein–Hawking entropy, usesConstant, Boltzmann constant]
  • A. constant
    Indicates that the relationship or value does not change across different instances, contexts, or over time.
  • B. isUsedAs
    Indicates that one entity serves a particular function, role, or purpose as another entity.
  • C. usesComputationMethod
    Indicates that an entity performs its processing or decision-making by applying a specified computational method or algorithm.
  • D. usesUniform
    Indicates that one entity regularly wears or employs a standardized set of clothing or equipment designated as a uniform.
  • E. usedInSignatureOf
    Indicates that something (such as a type, parameter, or construct) appears as part of the formal signature of a function, method, or similar callable entity.
  • 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25d35aa288190966b6e15af1525cb completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a332c9e99081909026bf5bfeb6c86c completed Feb. 28, 2026, 6:24 p.m.
PD Predicate disambiguation batch_69a25b4f71b88190866c8262922ae204 completed Feb. 28, 2026, 3:04 a.m.
PDg Predicate description generation batch_69a25d3463648190ac716d7475378536 completed Feb. 28, 2026, 3:12 a.m.
Created at: Feb. 28, 2026, 2:52 a.m.