Triple
T18786127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langmuir circulation |
E459379
|
entity |
| Predicate | hasCause |
P708
|
FINISHED |
| Object | Stokes drift of surface gravity waves |
—
|
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: Stokes drift of surface gravity waves | Statement: [Langmuir circulation, hasCause, Stokes drift of surface gravity waves]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stokes drift of surface gravity waves Context triple: [Langmuir circulation, hasCause, Stokes drift of surface gravity waves]
-
A.
Langmuir circulation
Langmuir circulation is a wind-driven pattern of shallow, counter-rotating vortices in the upper ocean that organizes floating material into parallel streaks on the water surface.
-
B.
The Dynamics of Long Waves in a Baroclinic Westerly Current
"The Dynamics of Long Waves in a Baroclinic Westerly Current" is a landmark 1947 paper by Jule Charney that laid the theoretical foundations for modern large-scale atmospheric dynamics and numerical weather prediction.
-
C.
Leçons sur la propagation des ondes et les équations de l’hydrodynamique
*Leçons sur la propagation des ondes et les équations de l’hydrodynamique* is a classic mathematical treatise by Jacques Hadamard that develops the theory of wave propagation and its connection to the partial differential equations governing fluid motion.
-
D.
Zur Theorie der nichtlinearen Wellen
"Zur Theorie der nichtlinearen Wellen" is Klaus Hasselmann's doctoral thesis, a foundational work on the behavior and mathematical description of nonlinear waves in physics.
-
E.
Stoneley waves
Stoneley waves are a type of seismic interface wave that propagates along the boundary between two solid media or along a solid–fluid interface, with particle motion concentrated near the boundary.
- 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: Stokes drift of surface gravity waves Target entity description: Stokes drift of surface gravity waves is the net, wave-induced transport of water particles in the direction of wave propagation, arising from the nonlinear motion of surface gravity waves.
-
A.
Langmuir circulation
Langmuir circulation is a wind-driven pattern of shallow, counter-rotating vortices in the upper ocean that organizes floating material into parallel streaks on the water surface.
-
B.
The Dynamics of Long Waves in a Baroclinic Westerly Current
"The Dynamics of Long Waves in a Baroclinic Westerly Current" is a landmark 1947 paper by Jule Charney that laid the theoretical foundations for modern large-scale atmospheric dynamics and numerical weather prediction.
-
C.
Leçons sur la propagation des ondes et les équations de l’hydrodynamique
*Leçons sur la propagation des ondes et les équations de l’hydrodynamique* is a classic mathematical treatise by Jacques Hadamard that develops the theory of wave propagation and its connection to the partial differential equations governing fluid motion.
-
D.
Zur Theorie der nichtlinearen Wellen
"Zur Theorie der nichtlinearen Wellen" is Klaus Hasselmann's doctoral thesis, a foundational work on the behavior and mathematical description of nonlinear waves in physics.
-
E.
Stoneley waves
Stoneley waves are a type of seismic interface wave that propagates along the boundary between two solid media or along a solid–fluid interface, with particle motion concentrated near the boundary.
- 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_69d8d396f54c8190ba49db31e8743842 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5978154ac819096356d2a488b45f0 |
completed | April 20, 2026, 3:03 a.m. |
Created at: April 10, 2026, 11:52 a.m.