Triple
T4052479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lester R. Brown |
E84615
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | environmental analyst |
C13667
|
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: environmental analyst Context triple: [Lester R. Brown, instanceOf, environmental analyst]
-
A.
environmentalist
An environmentalist is a person who is concerned with protecting the natural environment and advocates for sustainable practices to preserve ecosystems and resources for current and future generations.
-
B.
ecologist
An ecologist is a scientist who studies the relationships between organisms and their environments, examining how living things interact with each other and with physical and chemical components of their ecosystems.
-
C.
environmental protection occupation
chosen
An environmental protection occupation involves work focused on preserving, restoring, and managing natural resources and ecosystems to prevent pollution, reduce environmental harm, and promote sustainability.
-
D.
environmental historian
An environmental historian is a scholar who studies the interactions between humans and the natural world over time, examining how environmental factors shape societies and how human activities transform ecosystems.
-
E.
environmental observance
Environmental observance is the practice of attentively monitoring, recognizing, and responding to natural and human-driven changes in ecosystems to support their protection and sustainable management.
- 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_69aed933bec881909edfa28ebb69c634 |
completed | March 9, 2026, 2:29 p.m. |
Created at: March 9, 2026, 3:37 p.m.