Triple

T22959599
Position Surface form Disambiguated ID Type / Status
Subject Symanzik improvement program E570856 entity
Predicate coreConcept P533 FINISHED
Object Symanzik effective action
The Symanzik effective action is a continuum field theory framework that systematically captures and corrects lattice discretization errors by adding higher-dimensional operators, enabling improved precision in lattice gauge theory calculations.
E1563082 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: Symanzik effective action | Statement: [Symanzik improvement program, coreConcept, Symanzik effective action]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Symanzik effective action
Context triple: [Symanzik improvement program, coreConcept, Symanzik effective action]
  • A. 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.
  • B. Polyakov action
    The Polyakov action is a fundamental formulation of string theory that describes the dynamics of relativistic strings via a two-dimensional worldsheet embedded in spacetime.
  • C. Polyakov action in string theory
    The Polyakov action in string theory is a reformulation of the string’s dynamics that treats the worldsheet metric as an independent field, providing a convenient starting point for quantizing strings and analyzing their conformal symmetry.
  • D. Callan–Symanzik equation
    The Callan–Symanzik equation is a fundamental renormalization group equation in quantum field theory that describes how physical quantities change with energy scale, encapsulating the running of coupling constants and anomalous dimensions.
  • E. Nambu–Goto action
    The Nambu–Goto action is a fundamental formulation in string theory that describes the dynamics of relativistic strings by minimizing the area of their worldsheet in spacetime.
  • 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: Symanzik effective action
Triple: [Symanzik improvement program, coreConcept, Symanzik effective action]
Generated description
The Symanzik effective action is a continuum field theory framework that systematically captures and corrects lattice discretization errors by adding higher-dimensional operators, enabling improved precision in lattice gauge theory calculations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Symanzik effective action
Target entity description: The Symanzik effective action is a continuum field theory framework that systematically captures and corrects lattice discretization errors by adding higher-dimensional operators, enabling improved precision in lattice gauge theory calculations.
  • A. 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.
  • B. Polyakov action
    The Polyakov action is a fundamental formulation of string theory that describes the dynamics of relativistic strings via a two-dimensional worldsheet embedded in spacetime.
  • C. Polyakov action in string theory
    The Polyakov action in string theory is a reformulation of the string’s dynamics that treats the worldsheet metric as an independent field, providing a convenient starting point for quantizing strings and analyzing their conformal symmetry.
  • D. Callan–Symanzik equation
    The Callan–Symanzik equation is a fundamental renormalization group equation in quantum field theory that describes how physical quantities change with energy scale, encapsulating the running of coupling constants and anomalous dimensions.
  • E. Nambu–Goto action
    The Nambu–Goto action is a fundamental formulation in string theory that describes the dynamics of relativistic strings by minimizing the area of their worldsheet in spacetime.
  • 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_69e245b212a88190b5259caf51606084 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f181f3c96081909abd6ec32103d4c3 completed April 29, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca1dcb348190ae77148ac6c9ecff completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcaad8ba081908008b333976e5cfe completed May 19, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcb4df0308190824c0ad812daf361 completed May 19, 2026, 2:30 a.m.
Created at: April 17, 2026, 3:47 p.m.