Triple

T13912875
Position Surface form Disambiguated ID Type / Status
Subject Landau–Lifshitz equations E334542 entity
Predicate relatedTo P37 FINISHED
Object Gilbert damping
Gilbert damping is a phenomenological term in magnetization dynamics that describes the dissipative relaxation of a magnetic moment toward equilibrium, commonly included in the Landau–Lifshitz–Gilbert equation.
E1069004 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: Gilbert damping | Statement: [Landau–Lifshitz equations, relatedTo, Gilbert damping]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gilbert damping
Context triple: [Landau–Lifshitz equations, relatedTo, Gilbert damping]
  • A. Néel relaxation
    Néel relaxation is a magnetic relaxation process in which the magnetization of single-domain nanoparticles flips between energy minima due to thermal fluctuations without physical rotation of the particles.
  • B. Debye relaxation
    Debye relaxation is a model in dielectric physics that describes how polar molecules in a material respond over time to changes in an external electric field, characterized by a single relaxation time.
  • C. Dzyaloshinskii–Moriya interaction
    The Dzyaloshinskii–Moriya interaction is an antisymmetric exchange interaction in magnetic systems that favors chiral, non-collinear spin arrangements and underlies phenomena such as skyrmions and chiral domain walls.
  • D. Lifshitz–Kosevich formula
    The Lifshitz–Kosevich formula is a key theoretical expression in solid-state physics that describes how the amplitude of quantum oscillations in metals depends on temperature, magnetic field, and electronic properties.
  • E. Cotton–Mouton effect
    The Cotton–Mouton effect is a magneto-optical phenomenon in which a transverse magnetic field induces birefringence in an otherwise isotropic medium, causing the polarization of transmitted light to change.
  • 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: Gilbert damping
Triple: [Landau–Lifshitz equations, relatedTo, Gilbert damping]
Generated description
Gilbert damping is a phenomenological term in magnetization dynamics that describes the dissipative relaxation of a magnetic moment toward equilibrium, commonly included in the Landau–Lifshitz–Gilbert equation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gilbert damping
Target entity description: Gilbert damping is a phenomenological term in magnetization dynamics that describes the dissipative relaxation of a magnetic moment toward equilibrium, commonly included in the Landau–Lifshitz–Gilbert equation.
  • A. Néel relaxation
    Néel relaxation is a magnetic relaxation process in which the magnetization of single-domain nanoparticles flips between energy minima due to thermal fluctuations without physical rotation of the particles.
  • B. Debye relaxation
    Debye relaxation is a model in dielectric physics that describes how polar molecules in a material respond over time to changes in an external electric field, characterized by a single relaxation time.
  • C. Dzyaloshinskii–Moriya interaction
    The Dzyaloshinskii–Moriya interaction is an antisymmetric exchange interaction in magnetic systems that favors chiral, non-collinear spin arrangements and underlies phenomena such as skyrmions and chiral domain walls.
  • D. Lifshitz–Kosevich formula
    The Lifshitz–Kosevich formula is a key theoretical expression in solid-state physics that describes how the amplitude of quantum oscillations in metals depends on temperature, magnetic field, and electronic properties.
  • E. Cotton–Mouton effect
    The Cotton–Mouton effect is a magneto-optical phenomenon in which a transverse magnetic field induces birefringence in an otherwise isotropic medium, causing the polarization of transmitted light to change.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de27245c648190b2946845ce0fdbf8 completed April 14, 2026, 11:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c72a345481908f8552bca7bb1a5a completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c8d477f881908f8cfd2783e7f10f completed May 3, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69f7ca27ffd4819080bccd6bfd88ddb3 completed May 3, 2026, 10:20 p.m.
Created at: April 9, 2026, 10:16 p.m.