Triple
T21172544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward N. Lorenz |
E521726
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Deterministic Nonperiodic Flow |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
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.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Deterministic Nonperiodic Flow | Statement: [Edward N. Lorenz, notableWork, Deterministic Nonperiodic Flow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deterministic Nonperiodic Flow Context triple: [Edward N. Lorenz, notableWork, Deterministic Nonperiodic Flow]
-
A.
Turbulence: The Legacy of A. N. Kolmogorov
Turbulence: The Legacy of A. N. Kolmogorov is a comprehensive monograph on the theory of turbulence that examines and extends Andrey Kolmogorov’s foundational contributions to fluid dynamics and statistical physics.
-
B.
Strange Attractors
"Strange Attractors" is a collection of philosophically rich short stories by Rebecca Goldstein that blend mathematics, science, and human relationships.
-
C.
Kolmogorov spectrum of turbulence
The Kolmogorov spectrum of turbulence is a fundamental theory in fluid dynamics that predicts how kinetic energy is distributed across different scales in fully developed turbulent flow, most famously yielding the −5/3 power law for the inertial subrange.
-
D.
Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields
"Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields" is a foundational graduate-level textbook that systematically develops the theory and applications of nonlinear dynamical systems, including oscillations, stability, and bifurcation phenomena.
-
E.
On a General Method in Dynamics
"On a General Method in Dynamics" is a foundational 19th-century paper by William Rowan Hamilton that introduced Hamiltonian mechanics, reformulating classical dynamics in terms of generalized coordinates and conjugate momenta.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deterministic Nonperiodic Flow Target entity description: Deterministic Nonperiodic Flow is a landmark 1963 paper by Edward N. Lorenz that introduced the Lorenz attractor and helped establish modern chaos theory by showing how deterministic systems can exhibit unpredictable, seemingly random behavior.
-
A.
Turbulence: The Legacy of A. N. Kolmogorov
Turbulence: The Legacy of A. N. Kolmogorov is a comprehensive monograph on the theory of turbulence that examines and extends Andrey Kolmogorov’s foundational contributions to fluid dynamics and statistical physics.
-
B.
Strange Attractors
"Strange Attractors" is a collection of philosophically rich short stories by Rebecca Goldstein that blend mathematics, science, and human relationships.
-
C.
Kolmogorov spectrum of turbulence
The Kolmogorov spectrum of turbulence is a fundamental theory in fluid dynamics that predicts how kinetic energy is distributed across different scales in fully developed turbulent flow, most famously yielding the −5/3 power law for the inertial subrange.
-
D.
Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields
"Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields" is a foundational graduate-level textbook that systematically develops the theory and applications of nonlinear dynamical systems, including oscillations, stability, and bifurcation phenomena.
-
E.
On a General Method in Dynamics
"On a General Method in Dynamics" is a foundational 19th-century paper by William Rowan Hamilton that introduced Hamiltonian mechanics, reformulating classical dynamics in terms of generalized coordinates and conjugate momenta.
- F. None of above. chosen
Provenance (2 batches)
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_69e0b50e30748190b186824a206d39b9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e727141b7c81908eb8ca92850736a4 |
completed | April 21, 2026, 7:28 a.m. |
Created at: April 16, 2026, 3 p.m.