Triple
T4390163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | hierarchy of needs |
E99342
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | motivation theory |
C8294
|
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: motivation theory Context triple: [hierarchy of needs, instanceOf, motivation theory]
-
A.
motivational book
A motivational book is a written work designed to inspire, encourage, and guide readers toward personal growth, goal achievement, and positive change in their lives.
-
B.
behaviorist theory
Behaviorist theory is a psychological perspective that explains learning and behavior in terms of observable stimuli and responses, emphasizing conditioning and reinforcement rather than internal mental states.
-
C.
psychology work
chosen
Psychology work involves the scientific study and practical application of understanding human thoughts, emotions, and behaviors to promote mental health and well-being.
-
D.
organizational behavior study
An organizational behavior study examines how individuals, groups, and structures within an organization influence behavior and performance to improve effectiveness and workplace outcomes.
-
E.
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.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
Created at: March 12, 2026, 11:19 p.m.