Triple
T4096987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James David Forbes |
E87844
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | glaciologist |
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: glaciologist Context triple: [James David Forbes, instanceOf, glaciologist]
-
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.
glacier
A glacier is a massive, persistent body of dense ice that forms on land from accumulated snowfall and slowly flows under its own weight, reshaping the landscape over time.
-
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.
hydrologist
A hydrologist is a scientist who studies the distribution, movement, and quality of water on Earth to understand and manage water resources and related environmental impacts.
-
E.
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.
- 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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
Created at: March 9, 2026, 3:40 p.m.