Triple
T21950489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charney–Eliassen model |
E542053
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | quasi-geostrophic theory |
—
|
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: quasi-geostrophic theory | Statement: [Charney–Eliassen model, relatedTo, quasi-geostrophic theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: quasi-geostrophic theory Context triple: [Charney–Eliassen model, relatedTo, quasi-geostrophic theory]
-
A.
Ertel potential vorticity theorem
The Ertel potential vorticity theorem is a fundamental result in geophysical fluid dynamics that states potential vorticity is materially conserved for an inviscid, adiabatic flow, making it a key tool for understanding large-scale atmospheric and oceanic motions.
-
B.
Rossby waves
Rossby waves are large-scale atmospheric and oceanic waves driven by Earth's rotation and the variation of the Coriolis effect with latitude, playing a key role in shaping global weather and climate patterns.
-
C.
Bjerknes circulation theorem (applications in meteorology)
The Bjerknes circulation theorem is a fundamental principle in meteorology that relates changes in atmospheric circulation to forces such as pressure gradients and heating, forming a basis for understanding large-scale weather systems and cyclogenesis.
-
D.
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.
-
E.
Monin–Obukhov similarity theory
Monin–Obukhov similarity theory is a foundational framework in boundary-layer meteorology that describes how turbulence and mean profiles of wind, temperature, and other scalars scale in the atmospheric surface layer under varying stability conditions.
- 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: quasi-geostrophic theory Target entity description: Quasi-geostrophic theory is an approximate framework in geophysical fluid dynamics that simplifies the equations of motion to describe large-scale, slowly varying atmospheric and oceanic flows dominated by Earth's rotation and stratification.
-
A.
Ertel potential vorticity theorem
The Ertel potential vorticity theorem is a fundamental result in geophysical fluid dynamics that states potential vorticity is materially conserved for an inviscid, adiabatic flow, making it a key tool for understanding large-scale atmospheric and oceanic motions.
-
B.
Rossby waves
Rossby waves are large-scale atmospheric and oceanic waves driven by Earth's rotation and the variation of the Coriolis effect with latitude, playing a key role in shaping global weather and climate patterns.
-
C.
Bjerknes circulation theorem (applications in meteorology)
The Bjerknes circulation theorem is a fundamental principle in meteorology that relates changes in atmospheric circulation to forces such as pressure gradients and heating, forming a basis for understanding large-scale weather systems and cyclogenesis.
-
D.
The Dynamics of Long Waves in a Baroclinic Westerly Current
chosen
"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.
-
E.
Monin–Obukhov similarity theory
Monin–Obukhov similarity theory is a foundational framework in boundary-layer meteorology that describes how turbulence and mean profiles of wind, temperature, and other scalars scale in the atmospheric surface layer under varying stability conditions.
- F. None of above.
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_69e0c47ef0e48190a50e1bcc43f4b3fd |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1243bb9c88190a3774b9fa2af9871 |
completed | April 28, 2026, 9:18 p.m. |
Created at: April 16, 2026, 7:58 p.m.