Triple
T27567427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pesin theory |
E695941
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | branch of dynamical systems theory |
C47282
|
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 dynamical systems theory Context triple: [Pesin theory, instanceOf, branch of dynamical systems theory]
-
A.
theory of dynamical systems
chosen
The theory of dynamical systems studies how points in a mathematical space evolve over time under repeated application of rules or equations, revealing patterns such as stability, chaos, and long-term behavior.
-
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 dynamical system
A nonlinear dynamical system is a system whose evolution over time is governed by equations in which the change of state depends on the current state in a nonlinear way, often leading to complex behaviors such as bifurcations and chaos.
-
D.
branch of mathematics
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.
-
E.
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.
- 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_69ef53891af88190a193c5e2a1dac9b1 |
completed | April 27, 2026, 12:16 p.m. |
Created at: April 27, 2026, 1:42 p.m.