Triple

T13509527
Position Surface form Disambiguated ID Type / Status
Subject Nonlinear programming E321099 entity
Predicate instanceOf P0 FINISHED
Object branch of mathematical optimization C411 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: branch of mathematical optimization
Context triple: [Nonlinear programming, instanceOf, branch of mathematical optimization]
  • A. branch of mathematics chosen
    A branch of mathematics is a major subdivision of the mathematical sciences that focuses on a specific set of concepts, structures, and methods, such as algebra, geometry, or analysis.
  • B. mathematical program
    A mathematical program is an optimization model that seeks to minimize or maximize an objective function subject to a set of mathematical constraints.
  • C. branch of mathematical logic
    A branch of mathematical logic is a specialized area of study within logic that investigates formal systems, their structures, and the principles of valid reasoning using mathematical methods.
  • D. branch of differential geometry
    A branch of differential geometry is a specialized area of study within differential geometry that focuses on analyzing smooth manifolds and related geometric structures using differential and integral calculus techniques.
  • E. result in convex analysis
    In convex analysis, a result is a formally stated and proven fact—such as a theorem, lemma, or proposition—that characterizes properties or relationships of convex sets, convex functions, or related optimization structures.
  • F. None of above.

Provenance (1 batch)

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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
Created at: April 9, 2026, 9:43 p.m.