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.