Triple
T7489984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | loop quantum gravity |
E176980
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object |
Ashtekar variables
Ashtekar variables are a reformulation of general relativity that recasts gravity in terms of new connection and triad fields, providing a gauge-theoretic framework particularly suited for non-perturbative quantization approaches such as loop quantum gravity.
|
E176980
|
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: Ashtekar variables | Statement: [loop quantum gravity, uses, Ashtekar variables]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashtekar variables Context triple: [loop quantum gravity, uses, Ashtekar variables]
-
A.
Penrose spin networks
Penrose spin networks are combinatorial graphs introduced by Roger Penrose to model quantum geometry and angular momentum in a discrete, pre-spacetime framework.
-
B.
Euclidean quantum gravity
Euclidean quantum gravity is an approach to quantum gravity that reformulates general relativity in imaginary (Euclidean) time to define a path integral over geometries, often used in black hole thermodynamics and early-universe cosmology.
-
C.
Wheeler–DeWitt equation
The Wheeler–DeWitt equation is a fundamental equation in quantum gravity that attempts to describe the quantum state of the entire universe without reference to time.
-
D.
loop quantum gravity
Loop quantum gravity is a theoretical framework in quantum gravity that attempts to quantize spacetime itself, predicting a discrete structure at the Planck scale without requiring extra dimensions or a background spacetime.
-
E.
Einstein–Yang–Mills equations
The Einstein–Yang–Mills equations are the coupled field equations that describe how non-abelian gauge fields (such as those in Yang–Mills theory) interact with and curve spacetime within the framework of general relativity.
- 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: Ashtekar variables Triple: [loop quantum gravity, uses, Ashtekar variables]
Generated description
Ashtekar variables are a reformulation of general relativity that recasts gravity in terms of new connection and triad fields, providing a gauge-theoretic framework particularly suited for non-perturbative quantization approaches such as loop quantum gravity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashtekar variables Target entity description: Ashtekar variables are a reformulation of general relativity that recasts gravity in terms of new connection and triad fields, providing a gauge-theoretic framework particularly suited for non-perturbative quantization approaches such as loop quantum gravity.
-
A.
Penrose spin networks
Penrose spin networks are combinatorial graphs introduced by Roger Penrose to model quantum geometry and angular momentum in a discrete, pre-spacetime framework.
-
B.
Euclidean quantum gravity
Euclidean quantum gravity is an approach to quantum gravity that reformulates general relativity in imaginary (Euclidean) time to define a path integral over geometries, often used in black hole thermodynamics and early-universe cosmology.
-
C.
Wheeler–DeWitt equation
The Wheeler–DeWitt equation is a fundamental equation in quantum gravity that attempts to describe the quantum state of the entire universe without reference to time.
-
D.
loop quantum gravity
chosen
Loop quantum gravity is a theoretical framework in quantum gravity that attempts to quantize spacetime itself, predicting a discrete structure at the Planck scale without requiring extra dimensions or a background spacetime.
-
E.
Einstein–Yang–Mills equations
The Einstein–Yang–Mills equations are the coupled field equations that describe how non-abelian gauge fields (such as those in Yang–Mills theory) interact with and curve spacetime within the framework of general relativity.
- F. None of above.
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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f55bdb3481908653b46eafba011d |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c71f5748190bdda4cf9b8dfc6ea |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83e7b2ab08190a5ecb9b87af067a5 |
completed | March 28, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c842bad1e8819093bf61d9480dbd22 |
completed | March 28, 2026, 9:06 p.m. |
Created at: March 27, 2026, 3:43 p.m.