Triple

T12070710
Position Surface form Disambiguated ID Type / Status
Subject Euclidean quantum gravity E287413 entity
Predicate contrastsWith P278 FINISHED
Object loop quantum gravity E176980 NE FINISHED

How this triple was built (2 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: loop quantum gravity | Statement: [Euclidean quantum gravity, contrastsWith, loop quantum gravity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: loop quantum gravity
Context triple: [Euclidean quantum gravity, contrastsWith, loop quantum gravity]
  • A. 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.
  • B. causal dynamical triangulations
    Causal dynamical triangulations is an approach to quantum gravity that models spacetime as built from discrete, causally ordered simplices to recover continuum spacetime at large scales.
  • C. 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.
  • D. 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.
  • E. general relativity
    General relativity is Albert Einstein’s theory of gravitation that describes gravity as the curvature of spacetime caused by mass and energy, successfully explaining phenomena from planetary orbits to black holes and gravitational waves.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: April 8, 2026, 9:48 p.m.