Triple
T24546911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ulman Lindenberger |
E607251
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | lifespan developmental researcher |
C23483
|
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: lifespan developmental researcher Context triple: [Ulman Lindenberger, instanceOf, lifespan developmental researcher]
-
A.
developmental psychologist
chosen
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.
-
B.
psychological theorist
A psychological theorist is an individual who develops, refines, and critiques systematic explanations of mental processes and behavior, often integrating research findings into coherent theoretical frameworks.
-
C.
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.
-
D.
psychology professor
A psychology professor is an academic expert who teaches psychological theories and methods, conducts research on human behavior and mental processes, and mentors students in the field of psychology.
-
E.
personality theorist
A personality theorist is a scholar who develops, analyzes, and refines systematic frameworks to explain individual differences in thoughts, feelings, and behaviors.
- 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_69e2c4c9bf94819082d05da6f5c29907 |
completed | April 17, 2026, 11:39 p.m. |
Created at: April 18, 2026, 2:27 a.m.