Triple
T3064644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kerry Emanuel |
E62074
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | atmospheric scientist |
C5684
|
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: atmospheric scientist Context triple: [Kerry Emanuel, instanceOf, atmospheric scientist]
-
A.
meteorologist
chosen
A meteorologist is a scientist who studies the atmosphere and uses data and models to forecast weather and analyze climate patterns.
-
B.
aerospace scientist
An aerospace scientist is a researcher who applies principles of physics, engineering, and materials science to study, design, and improve aircraft, spacecraft, and related technologies for atmospheric and space flight.
-
C.
paleoclimatologist
A paleoclimatologist is a scientist who reconstructs and studies past climates using natural records such as ice cores, tree rings, sediments, and fossils to understand how Earth’s climate has changed over geological time.
-
D.
oceanographer
An oceanographer is a scientist who studies the physical, chemical, biological, and geological properties and processes of the ocean to understand its dynamics and impact on the Earth’s systems.
-
E.
solar physicist
A solar physicist is a scientist who studies the Sun’s structure, behavior, and influence on the solar system using observations, theory, and simulations.
- 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_69ad85793e5c8190a358049bc4a98d8c |
completed | March 8, 2026, 2:19 p.m. |
Created at: March 8, 2026, 3:02 p.m.