Triple
T19651136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Will Steffen |
E471816
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | Earth system scientist |
C12201
|
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: Earth system scientist Context triple: [Will Steffen, instanceOf, Earth system scientist]
-
A.
climate scientist
chosen
A climate scientist is a researcher who studies the Earth’s climate system, analyzes past and present climate data, and develops models to understand and predict climate change and its impacts.
-
B.
Earth system component
An Earth system component is a fundamental subsystem of the planet—such as the atmosphere, hydrosphere, biosphere, geosphere, or cryosphere—that interacts with other components through physical, chemical, and biological processes to shape Earth’s overall behavior.
-
C.
planetary scientist
A planetary scientist is a researcher who studies planets, moons, and other celestial bodies to understand their composition, formation, evolution, and potential to support life.
-
D.
Earth system science concept
An Earth system science concept is an integrative idea that explains how the planet’s atmosphere, hydrosphere, biosphere, geosphere, and human systems interact as a single, dynamic whole.
-
E.
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.
- 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_69d8e51395348190ac1416d46dfc6db0 |
completed | April 10, 2026, 11:54 a.m. |
Created at: April 10, 2026, 1:44 p.m.