Triple
T4891581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brian Walker |
E109574
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | resilience scientist |
C12982
|
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: resilience scientist Context triple: [Brian Walker, instanceOf, resilience scientist]
-
A.
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.
-
B.
library scientist
A library scientist is an information professional who organizes, manages, and curates collections and data systems to ensure efficient access, preservation, and use of knowledge resources.
-
C.
researcher
A researcher is an individual who systematically investigates questions or problems using structured methods to generate new knowledge, validate existing theories, or develop practical solutions.
-
D.
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.
-
E.
systems theorist
chosen
A systems theorist is a thinker who studies and models how interconnected components within complex systems interact, adapt, and give rise to emergent behaviors across diverse domains.
- 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_69bd440f71348190b99938e59fb7f9a1 |
completed | March 20, 2026, 12:56 p.m. |
Created at: March 20, 2026, 1:28 p.m.