Triple

T9637437
Position Surface form Disambiguated ID Type / Status
Subject Born–Infeld electrodynamics E232968 entity
Predicate comparedWith P278 FINISHED
Object Heisenberg–Euler effective Lagrangian
The Heisenberg–Euler effective Lagrangian is a quantum electrodynamics result that captures nonlinear corrections to classical electromagnetism arising from virtual electron–positron pair effects in strong electromagnetic fields.
E811631 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: Heisenberg–Euler effective Lagrangian | Statement: [Born–Infeld electrodynamics, comparedWith, Heisenberg–Euler effective Lagrangian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heisenberg–Euler effective Lagrangian
Context triple: [Born–Infeld electrodynamics, comparedWith, Heisenberg–Euler effective Lagrangian]
  • A. Born–Infeld electrodynamics
    Born–Infeld electrodynamics is a nonlinear modification of classical Maxwell theory proposed to remove the infinite self-energy of point charges by introducing an upper bound on the electromagnetic field strength.
  • B. Euclidean quantum field theory
    Euclidean quantum field theory is a formulation of quantum field theory in imaginary (Euclidean) time that enables rigorous mathematical treatment and path-integral representations closely connected to statistical mechanics.
  • C. Schwinger effect
    The Schwinger effect is a quantum field theory phenomenon in which extremely strong electric fields can spontaneously create particle–antiparticle pairs from the vacuum.
  • D. Infeld–van der Waerden formalism
    The Infeld–van der Waerden formalism is a mathematical framework in general relativity that reformulates the theory using spinor calculus to describe gravitational and electromagnetic fields.
  • E. Dyson’s proof of equivalence of Feynman and Schwinger–Tomonaga formulations of QED
    Dyson’s proof of equivalence of Feynman and Schwinger–Tomonaga formulations of QED is a landmark theoretical result that rigorously demonstrated the mathematical consistency and mutual compatibility of different approaches to quantum electrodynamics.
  • 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: Heisenberg–Euler effective Lagrangian
Triple: [Born–Infeld electrodynamics, comparedWith, Heisenberg–Euler effective Lagrangian]
Generated description
The Heisenberg–Euler effective Lagrangian is a quantum electrodynamics result that captures nonlinear corrections to classical electromagnetism arising from virtual electron–positron pair effects in strong electromagnetic fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heisenberg–Euler effective Lagrangian
Target entity description: The Heisenberg–Euler effective Lagrangian is a quantum electrodynamics result that captures nonlinear corrections to classical electromagnetism arising from virtual electron–positron pair effects in strong electromagnetic fields.
  • A. Born–Infeld electrodynamics
    Born–Infeld electrodynamics is a nonlinear modification of classical Maxwell theory proposed to remove the infinite self-energy of point charges by introducing an upper bound on the electromagnetic field strength.
  • B. Euclidean quantum field theory
    Euclidean quantum field theory is a formulation of quantum field theory in imaginary (Euclidean) time that enables rigorous mathematical treatment and path-integral representations closely connected to statistical mechanics.
  • C. Schwinger effect
    The Schwinger effect is a quantum field theory phenomenon in which extremely strong electric fields can spontaneously create particle–antiparticle pairs from the vacuum.
  • D. Infeld–van der Waerden formalism
    The Infeld–van der Waerden formalism is a mathematical framework in general relativity that reformulates the theory using spinor calculus to describe gravitational and electromagnetic fields.
  • E. Dyson’s proof of equivalence of Feynman and Schwinger–Tomonaga formulations of QED
    Dyson’s proof of equivalence of Feynman and Schwinger–Tomonaga formulations of QED is a landmark theoretical result that rigorously demonstrated the mathematical consistency and mutual compatibility of different approaches to quantum electrodynamics.
  • 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_69ca848940cc8190b97cec654cb3bb4a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b5045cc8190ab717f42d803e010 completed April 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1823e32c48190a442b77a0f7c8180 completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d18393656c81908821ae0d7af83a57 completed April 4, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69d183f733cc8190bbb69c035c1d397a completed April 4, 2026, 9:34 p.m.
Created at: March 30, 2026, 8:11 p.m.