Triple
T5877474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwinger effect |
E130661
|
entity |
| Predicate | hasTheoreticalFramework |
P7760
|
FINISHED |
| Object |
worldline instanton method
The worldline instanton method is a semiclassical technique in quantum field theory that computes nonperturbative pair-production rates by evaluating instanton trajectories in the particle worldline formalism.
|
E553295
|
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: worldline instanton method | Statement: [Schwinger effect, hasTheoreticalFramework, worldline instanton method]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: worldline instanton method Context triple: [Schwinger effect, hasTheoreticalFramework, worldline instanton method]
-
A.
Monnet method of functional integration
The Monnet method of functional integration is a gradual, pragmatic approach to European unification that advances political integration through concrete economic and technical cooperation between states.
-
B.
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.
-
C.
Feynman checkerboard model
The Feynman checkerboard model is a path-integral-based lattice model introduced by Richard Feynman to illustrate and derive the behavior of relativistic quantum particles, particularly the Dirac equation in one spatial dimension.
-
D.
Milstein method
The Milstein method is a numerical scheme for solving stochastic differential equations that improves on the Euler–Maruyama method by including derivative terms of the diffusion coefficient for higher accuracy.
-
E.
Pauli–Villars regularization
Pauli–Villars regularization is a technique in quantum field theory that controls ultraviolet divergences by introducing auxiliary heavy fields to render integrals finite.
- 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: worldline instanton method Triple: [Schwinger effect, hasTheoreticalFramework, worldline instanton method]
Generated description
The worldline instanton method is a semiclassical technique in quantum field theory that computes nonperturbative pair-production rates by evaluating instanton trajectories in the particle worldline formalism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: worldline instanton method Target entity description: The worldline instanton method is a semiclassical technique in quantum field theory that computes nonperturbative pair-production rates by evaluating instanton trajectories in the particle worldline formalism.
-
A.
Monnet method of functional integration
The Monnet method of functional integration is a gradual, pragmatic approach to European unification that advances political integration through concrete economic and technical cooperation between states.
-
B.
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.
-
C.
Feynman checkerboard model
The Feynman checkerboard model is a path-integral-based lattice model introduced by Richard Feynman to illustrate and derive the behavior of relativistic quantum particles, particularly the Dirac equation in one spatial dimension.
-
D.
Milstein method
The Milstein method is a numerical scheme for solving stochastic differential equations that improves on the Euler–Maruyama method by including derivative terms of the diffusion coefficient for higher accuracy.
-
E.
Pauli–Villars regularization
Pauli–Villars regularization is a technique in quantum field theory that controls ultraviolet divergences by introducing auxiliary heavy fields to render integrals finite.
- 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_69c0085523688190bfd487479ce819e6 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03630eefc8190ad1aaa1919ecf97f |
completed | March 22, 2026, 6:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b12861c081909f95f1ef6a1f457c |
completed | March 23, 2026, 3:19 a.m. |
| NEDg | Description generation | batch_69c0b299fe78819089a2ca8a1ae44329 |
completed | March 23, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b2ea7e60819099417b5acb21f8d0 |
completed | March 23, 2026, 3:26 a.m. |
Created at: March 22, 2026, 3:57 p.m.