Triple

T7455593
Position Surface form Disambiguated ID Type / Status
Subject Herbert B. Callen E172113 entity
Predicate hasNotableConcept P531 FINISHED
Object Callen formulation of thermodynamics
The Callen formulation of thermodynamics is a modern, axiomatic approach that derives the laws of thermodynamics from a small set of postulates using state functions and Legendre transforms, as presented in Herbert B. Callen’s influential textbook.
E665733 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: Callen formulation of thermodynamics | Statement: [Herbert B. Callen, hasNotableConcept, Callen formulation of thermodynamics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Callen formulation of thermodynamics
Context triple: [Herbert B. Callen, hasNotableConcept, Callen formulation of thermodynamics]
  • A. Rational Thermodynamics
    Rational Thermodynamics is a rigorous, axiomatic reformulation of continuum thermodynamics developed by Clifford Truesdell and collaborators, emphasizing logical consistency and mathematical clarity in the foundations of thermal and mechanical processes.
  • B. Carathéodory’s formulation of the second law of thermodynamics
    Carathéodory’s formulation of the second law of thermodynamics is a mathematically rigorous restatement of the second law based on the inaccessibility of certain thermodynamic states, providing a foundation for the concept of entropy without relying on cyclic processes or heat engines.
  • C. Onsager reciprocal relations
    Onsager reciprocal relations are fundamental symmetry relations in nonequilibrium thermodynamics that link pairs of coupled fluxes and forces, showing that certain transport coefficients are equal.
  • D. Boltzmann–Gibbs entropy in statistical mechanics
    Boltzmann–Gibbs entropy in statistical mechanics is the standard measure of disorder or uncertainty in a system, quantifying how many microscopic configurations correspond to a given macroscopic state and forming the basis of classical equilibrium statistical mechanics.
  • E. Tolman length in thermodynamics of curved interfaces
    The Tolman length in thermodynamics of curved interfaces is a theoretical parameter that quantifies how the surface tension of a fluid interface depends on its curvature, especially for small droplets and bubbles.
  • 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: Callen formulation of thermodynamics
Triple: [Herbert B. Callen, hasNotableConcept, Callen formulation of thermodynamics]
Generated description
The Callen formulation of thermodynamics is a modern, axiomatic approach that derives the laws of thermodynamics from a small set of postulates using state functions and Legendre transforms, as presented in Herbert B. Callen’s influential textbook.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Callen formulation of thermodynamics
Target entity description: The Callen formulation of thermodynamics is a modern, axiomatic approach that derives the laws of thermodynamics from a small set of postulates using state functions and Legendre transforms, as presented in Herbert B. Callen’s influential textbook.
  • A. Rational Thermodynamics
    Rational Thermodynamics is a rigorous, axiomatic reformulation of continuum thermodynamics developed by Clifford Truesdell and collaborators, emphasizing logical consistency and mathematical clarity in the foundations of thermal and mechanical processes.
  • B. Carathéodory’s formulation of the second law of thermodynamics
    Carathéodory’s formulation of the second law of thermodynamics is a mathematically rigorous restatement of the second law based on the inaccessibility of certain thermodynamic states, providing a foundation for the concept of entropy without relying on cyclic processes or heat engines.
  • C. Onsager reciprocal relations
    Onsager reciprocal relations are fundamental symmetry relations in nonequilibrium thermodynamics that link pairs of coupled fluxes and forces, showing that certain transport coefficients are equal.
  • D. Boltzmann–Gibbs entropy in statistical mechanics
    Boltzmann–Gibbs entropy in statistical mechanics is the standard measure of disorder or uncertainty in a system, quantifying how many microscopic configurations correspond to a given macroscopic state and forming the basis of classical equilibrium statistical mechanics.
  • E. Tolman length in thermodynamics of curved interfaces
    The Tolman length in thermodynamics of curved interfaces is a theoretical parameter that quantifies how the surface tension of a fluid interface depends on its curvature, especially for small droplets and bubbles.
  • 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_69c68a66554c8190add75c65942c0317 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f3af58dc819093fb0482482779a3 completed March 27, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827c39a848190bc275468362ce3bc completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828e1487081908de825d60ea38c9e completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c829d8a15c8190911e0d7bda39c280 completed March 28, 2026, 7:19 p.m.
Created at: March 27, 2026, 3:15 p.m.