Triple

T17019230
Position Surface form Disambiguated ID Type / Status
Subject Landauer–Büttiker formalism E412901 entity
Predicate basedOn P98 FINISHED
Object Landauer formula
The Landauer formula is a fundamental relation in mesoscopic physics that expresses electrical conductance in terms of quantum transmission probabilities through a conductor.
E412901 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: Landauer formula | Statement: [Landauer–Büttiker formalism, basedOn, Landauer formula]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Landauer formula
Context triple: [Landauer–Büttiker formalism, basedOn, Landauer formula]
  • A. Landauer–Büttiker formalism
    The Landauer–Büttiker formalism is a theoretical framework in mesoscopic physics that describes electrical conductance in terms of quantum transmission of electrons through scattering channels.
  • B. Landau–Zener formula
    The Landau–Zener formula is a quantum mechanical result that gives the probability of non-adiabatic transitions between energy levels during an avoided crossing when a system’s parameters are varied in time.
  • C. Kubo-Greenwood formula for conductivity
    The Kubo-Greenwood formula for conductivity is a quantum-mechanical expression that relates a material’s electrical conductivity to its electronic states and transition probabilities, widely used to compute transport properties from first-principles calculations.
  • D. Fermi golden rule
    The Fermi golden rule is a fundamental quantum mechanical formula that gives the transition rate between energy states due to a weak perturbation, widely used to describe processes like spontaneous emission and scattering.
  • E. Landauer's principle
    Landauer's principle is a foundational concept in thermodynamics and information theory stating that erasing one bit of information in a computational process necessarily dissipates a minimum amount of heat, linking information processing to physical entropy.
  • 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: Landauer formula
Triple: [Landauer–Büttiker formalism, basedOn, Landauer formula]
Generated description
The Landauer formula is a fundamental relation in mesoscopic physics that expresses electrical conductance in terms of quantum transmission probabilities through a conductor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Landauer formula
Target entity description: The Landauer formula is a fundamental relation in mesoscopic physics that expresses electrical conductance in terms of quantum transmission probabilities through a conductor.
  • A. Landauer–Büttiker formalism chosen
    The Landauer–Büttiker formalism is a theoretical framework in mesoscopic physics that describes electrical conductance in terms of quantum transmission of electrons through scattering channels.
  • B. Landau–Zener formula
    The Landau–Zener formula is a quantum mechanical result that gives the probability of non-adiabatic transitions between energy levels during an avoided crossing when a system’s parameters are varied in time.
  • C. Kubo-Greenwood formula for conductivity
    The Kubo-Greenwood formula for conductivity is a quantum-mechanical expression that relates a material’s electrical conductivity to its electronic states and transition probabilities, widely used to compute transport properties from first-principles calculations.
  • D. Fermi golden rule
    The Fermi golden rule is a fundamental quantum mechanical formula that gives the transition rate between energy states due to a weak perturbation, widely used to describe processes like spontaneous emission and scattering.
  • E. Landauer's principle
    Landauer's principle is a foundational concept in thermodynamics and information theory stating that erasing one bit of information in a computational process necessarily dissipates a minimum amount of heat, linking information processing to physical entropy.
  • F. None of above.

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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d481a0988190a13d0928e0c7ebbf completed April 18, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b4d6cb881909b64b4368fd97fa9 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011bc4617081908ad2d4c0d35fe98a completed May 10, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_6a011c76d5b88190b5cda571231f5c7e completed May 11, 2026, 12:01 a.m.
Created at: April 10, 2026, 5:33 a.m.