Triple

T37258798
Position Surface form Disambiguated ID Type / Status
Subject Marchenko theory E924203 entity
Predicate instanceOf P0 FINISHED
Object inverse scattering method C49599 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: inverse scattering method
Context triple: [Marchenko theory, instanceOf, inverse scattering method]
  • A. scattering matrix
    A scattering matrix is a mathematical construct that relates the amplitudes of incoming waves or particles to those of outgoing ones in a physical system, encapsulating how the system scatters or transforms incident signals.
  • B. PDE inverse problem
    A PDE inverse problem is the task of determining unknown parameters, inputs, or structures in a system governed by partial differential equations from indirect, often noisy, observational data.
  • C. integral equation
    An integral equation is a mathematical relation in which an unknown function appears under an integral sign, often equated to a given function, and must be solved over a specified domain.
  • D. integral representation formula
    An integral representation formula expresses a function or solution to a problem as an integral involving a kernel or integrand that encodes the relevant data or boundary conditions.
  • E. method in differential equations chosen
    A method in differential equations is a systematic procedure or algorithm used to find exact or approximate solutions to equations involving unknown functions and their derivatives.
  • 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_69f76eabd6c481909d414a80a1345c98 completed May 3, 2026, 3:50 p.m.
Created at: May 3, 2026, 4:15 p.m.