Triple

T9514985
Position Surface form Disambiguated ID Type / Status
Subject Halley’s method for solving equations E229501 entity
Predicate instanceOf P0 FINISHED
Object higher-order Newton-like method C21314 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: higher-order Newton-like method
Context triple: [Halley’s method for solving equations, instanceOf, higher-order Newton-like method]
  • A. Hessian general
    A Hessian general is a high-ranking military officer from the German state of Hesse, historically known for commanding Hessian troops often employed as auxiliaries in foreign armies, such as those fighting for Britain during the American Revolutionary War.
  • B. stationary iterative method chosen
    A stationary iterative method is a numerical algorithm for solving linear systems that repeatedly updates an approximate solution using a fixed iteration matrix and rule that do not change between iterations.
  • C. method for asymptotic evaluation of integrals
    A method for asymptotic evaluation of integrals is a collection of analytical techniques used to approximate the behavior of integrals in limiting regimes (such as large parameters) by extracting their dominant contributions.
  • D. adaptive learning rate method
    An adaptive learning rate method is an optimization technique that automatically adjusts the step size for each parameter during training based on past gradient information to improve convergence speed and stability.
  • E. third order
    A third order is a lay association within a religious tradition whose members live out the spirituality and rule of a first order (such as monks or friars) while remaining in secular life.
  • 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_69ca84777560819084cddd999badc1aa completed March 30, 2026, 2:11 p.m.
Created at: March 30, 2026, 7:58 p.m.