Triple
T10378404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John R. Hayes |
E244566
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | psychology researcher |
C3389
|
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: psychology researcher Context triple: [John R. Hayes, instanceOf, psychology researcher]
-
A.
cognitive psychologist
A cognitive psychologist is a professional who studies mental processes such as perception, memory, reasoning, language, and problem-solving to understand how people acquire, process, and use information.
-
B.
researcher
chosen
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.
-
C.
psychology work
Psychology work involves the scientific study and practical application of understanding human thoughts, emotions, and behaviors to promote mental health and well-being.
-
D.
robopsychologist
A robopsychologist is a specialist who studies, diagnoses, and guides the behavior and cognitive processes of intelligent robots and AI systems, ensuring their actions remain safe, ethical, and aligned with human values.
-
E.
developmental psychologist
A developmental psychologist is a professional who studies how people grow, change, and adapt across the lifespan, from infancy through old age, focusing on cognitive, emotional, social, and physical development.
- 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
Created at: April 6, 2026, 12:03 p.m.