Triple
T5536309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xiaogang (Marshall) Kay |
E145170
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | earth scientist |
C64
|
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 scientist Context triple: [Xiaogang (Marshall) Kay, instanceOf, earth scientist]
-
A.
geologist
chosen
A geologist is a scientist who studies the Earth’s materials, processes, and history to understand its structure, evolution, and natural resources.
-
B.
geobiologist
A geobiologist is a scientist who studies the interactions between living organisms and the Earth’s physical and chemical environment over geological timescales.
-
C.
climate scientist
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.
-
D.
earth sciences program
An earth sciences program is an academic course of study focused on understanding the Earth's structure, processes, history, and environments through disciplines such as geology, meteorology, oceanography, and environmental science.
-
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_69c008f9955881909bfa8348b56b4739 |
completed | March 22, 2026, 3:21 p.m. |
Created at: March 22, 2026, 3:34 p.m.