Triple
T12184434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard H. Thaler |
E290296
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | behavioral economist |
C118
|
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: behavioral economist Context triple: [Richard H. Thaler, instanceOf, behavioral economist]
-
A.
behaviorist
A behaviorist is a psychologist or theorist who explains learning and behavior primarily in terms of observable actions and environmental stimuli, rather than internal mental states.
-
B.
decision theorist
A decision theorist is someone who studies and develops formal frameworks for making rational choices under uncertainty, weighing probabilities, outcomes, and preferences to guide optimal decision-making.
-
C.
economist
chosen
An economist is a professional who studies how individuals, businesses, and governments allocate scarce resources, analyzing data and theories to understand and predict economic behavior and outcomes.
-
D.
behavioral science unit
A behavioral science unit is a specialized team or department that applies psychological, social, and behavioral research methods to understand, predict, and influence human behavior within an organization or system.
-
E.
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.
- 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
Created at: April 8, 2026, 9:50 p.m.