Triple

T8751803
Position Surface form Disambiguated ID Type / Status
Subject Interaction of solitons in a collisionless plasma and the recurrence of initial states E207976 entity
Predicate instanceOf P0 FINISHED
Object landmark paper in nonlinear science C25012 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: landmark paper in nonlinear science
Context triple: [Interaction of solitons in a collisionless plasma and the recurrence of initial states, instanceOf, landmark paper in nonlinear science]
  • A. landmark paper in machine learning
    A landmark paper in machine learning is a highly influential publication that introduces foundational theories, algorithms, or empirical results that significantly shape subsequent research and practice in the field.
  • B. tool in dynamical systems theory
    A tool in dynamical systems theory is a conceptual or computational method—such as phase portraits, Lyapunov functions, or Poincaré maps—used to analyze, visualize, and understand the qualitative and quantitative behavior of dynamical systems over time.
  • C. nonlinear function
    A nonlinear function is a mathematical relationship between variables in which the rate of change is not constant, so its graph does not form a straight line.
  • D. model of irreversibility
    A model of irreversibility is a conceptual framework that represents processes or systems whose evolution cannot be exactly reversed, typically due to entropy increase, information loss, or path-dependent dynamics.
  • E. Green’s function in Euclidean space
    A Green’s function in Euclidean space is a fundamental solution to a linear differential operator that represents the response at one point due to a unit source located at another point, enabling the construction of solutions to boundary value problems via superposition.
  • F. None of above. chosen

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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
Created at: March 30, 2026, 6:39 p.m.