Triple

T20690843
Position Surface form Disambiguated ID Type / Status
Subject Donaldson invariants E508544 entity
Predicate usesConcept P531 FINISHED
Object Uhlenbeck compactness NE NERFINISHED

How this triple was built (3 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: Uhlenbeck compactness | Statement: [Donaldson invariants, usesConcept, Uhlenbeck compactness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Uhlenbeck compactness
Context triple: [Donaldson invariants, usesConcept, Uhlenbeck compactness]
  • A. Gromov compactness theorem
    The Gromov compactness theorem is a fundamental result in symplectic geometry and geometric analysis that provides compactness for families of pseudoholomorphic curves (or Riemannian manifolds with bounded geometry) up to bubbling and degeneration.
  • B. Cheeger–Gromov compactness theorem
    The Cheeger–Gromov compactness theorem is a fundamental result in Riemannian geometry that gives conditions under which a sequence of Riemannian manifolds has a subsequence converging (in the Gromov–Hausdorff or smooth sense) to a limit space.
  • C. Donaldson–Uhlenbeck–Yau theorem
    The Donaldson–Uhlenbeck–Yau theorem is a fundamental result in differential and algebraic geometry that characterizes when a holomorphic vector bundle over a compact Kähler manifold admits a Hermitian–Einstein metric, linking geometric stability with the existence of such metrics.
  • D. Rellich–Kondrachov compactness theorem
    The Rellich–Kondrachov compactness theorem is a fundamental result in functional analysis and the theory of Sobolev spaces that guarantees the compactness of certain embedding operators, playing a key role in the study of partial differential equations.
  • E. Monge–Ampère equation
    The Monge–Ampère equation is a fully nonlinear partial differential equation central to differential geometry, optimal transport, and several complex variables, often used to study curvature and geometric structures.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Uhlenbeck compactness
Target entity description: Uhlenbeck compactness is a fundamental result in gauge theory that ensures sequences of connections with bounded curvature have convergent subsequences modulo gauge and bubbling, enabling compactness of moduli spaces used in defining invariants like the Donaldson invariants.
  • A. Gromov compactness theorem
    The Gromov compactness theorem is a fundamental result in symplectic geometry and geometric analysis that provides compactness for families of pseudoholomorphic curves (or Riemannian manifolds with bounded geometry) up to bubbling and degeneration.
  • B. Cheeger–Gromov compactness theorem
    The Cheeger–Gromov compactness theorem is a fundamental result in Riemannian geometry that gives conditions under which a sequence of Riemannian manifolds has a subsequence converging (in the Gromov–Hausdorff or smooth sense) to a limit space.
  • C. Donaldson–Uhlenbeck–Yau theorem
    The Donaldson–Uhlenbeck–Yau theorem is a fundamental result in differential and algebraic geometry that characterizes when a holomorphic vector bundle over a compact Kähler manifold admits a Hermitian–Einstein metric, linking geometric stability with the existence of such metrics.
  • D. Rellich–Kondrachov compactness theorem
    The Rellich–Kondrachov compactness theorem is a fundamental result in functional analysis and the theory of Sobolev spaces that guarantees the compactness of certain embedding operators, playing a key role in the study of partial differential equations.
  • E. Monge–Ampère equation
    The Monge–Ampère equation is a fully nonlinear partial differential equation central to differential geometry, optimal transport, and several complex variables, often used to study curvature and geometric structures.
  • F. None of above. chosen

Provenance (2 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_69e0b4c1ed408190b72dd26b1e33f8a1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c10d83548190a52b9ef84c8f9205 completed April 21, 2026, 12:13 a.m.
Created at: April 16, 2026, 12:08 p.m.