Triple

T12070527
Position Surface form Disambiguated ID Type / Status
Subject f(R) gravity E287409 entity
Predicate studiedIn P770 FINISHED
Object Palatini formalism
Palatini formalism is a formulation of general relativity and modified gravity theories in which the metric and connection are treated as independent variables in the action principle.
E967358 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: Palatini formalism | Statement: [f(R) gravity, studiedIn, Palatini formalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palatini formalism
Context triple: [f(R) gravity, studiedIn, Palatini formalism]
  • A. 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.
  • B. Plebański formulation of general relativity
    The Plebański formulation of general relativity is a reformulation of Einstein’s theory that expresses gravity as a constrained BF gauge theory using self-dual two-forms, playing a key role in modern approaches to quantum gravity.
  • C. Plebański formulation of self-dual gravity
    The Plebański formulation of self-dual gravity is a reformulation of general relativity that expresses gravity as a self-dual gauge theory using differential forms, providing a powerful framework for studying classical and quantum aspects of spacetime.
  • D. Green–Schwarz mechanism
    The Green–Schwarz mechanism is a key anomaly-cancellation process in string theory that ensures the mathematical consistency of certain superstring models by eliminating gauge and gravitational anomalies.
  • 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: Palatini formalism
Triple: [f(R) gravity, studiedIn, Palatini formalism]
Generated description
Palatini formalism is a formulation of general relativity and modified gravity theories in which the metric and connection are treated as independent variables in the action principle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palatini formalism
Target entity description: Palatini formalism is a formulation of general relativity and modified gravity theories in which the metric and connection are treated as independent variables in the action principle.
  • A. 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.
  • B. Plebański formulation of general relativity
    The Plebański formulation of general relativity is a reformulation of Einstein’s theory that expresses gravity as a constrained BF gauge theory using self-dual two-forms, playing a key role in modern approaches to quantum gravity.
  • C. Plebański formulation of self-dual gravity
    The Plebański formulation of self-dual gravity is a reformulation of general relativity that expresses gravity as a self-dual gauge theory using differential forms, providing a powerful framework for studying classical and quantum aspects of spacetime.
  • D. Green–Schwarz mechanism
    The Green–Schwarz mechanism is a key anomaly-cancellation process in string theory that ensures the mathematical consistency of certain superstring models by eliminating gauge and gravitational anomalies.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045a507081909070ea37173d6f97 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f65ccc788190942e16c56f2a495f completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f60335285c819089f69472b2e48130 completed May 2, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f60410ce0481908b2deb7522a3ec00 completed May 2, 2026, 2:02 p.m.
Created at: April 8, 2026, 9:48 p.m.