Triple

T4390162
Position Surface form Disambiguated ID Type / Status
Subject hierarchy of needs E99342 entity
Predicate instanceOf P0 FINISHED
Object psychological theory C15888 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: psychological theory
Context triple: [hierarchy of needs, instanceOf, psychological theory]
  • A. school of psychology
    A school of psychology is a systematic framework of theories, methods, and assumptions used to understand, explain, and study mental processes and behavior.
  • B. 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.
  • C. psychological condition
    A psychological condition is a mental or emotional state characterized by patterns of thoughts, feelings, or behaviors that significantly affect an individual's functioning or well-being.
  • D. psychology department
    A psychology department is an academic unit within a college or university dedicated to teaching, researching, and applying scientific principles to understand human and animal behavior and mental processes.
  • E. 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.
  • F. None of above. chosen

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.