Triple

T348869
Position Surface form Disambiguated ID Type / Status
Subject Viktor Frankl E6997 entity
Predicate movement P81 FINISHED
Object humanistic psychology
Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
E44289 NE FINISHED

How this triple was built (4 steps)

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.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: humanistic psychology | Statement: [Viktor Frankl, movement, humanistic psychology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: humanistic psychology
Context triple: [Viktor Frankl, movement, humanistic psychology]
  • A. Client-Centered Therapy
    Client-Centered Therapy is a humanistic form of psychotherapy that emphasizes empathy, unconditional positive regard, and the client’s innate capacity for personal growth and self-directed change.
  • B. Carl Rogers
    Carl Rogers was an influential American psychologist and one of the founders of humanistic psychology, best known for developing client-centered (person-centered) therapy.
  • C. Counseling and Psychotherapy
    Counseling and Psychotherapy is a foundational 1942 book by Carl Rogers that introduced his client-centered therapeutic approach and helped transform modern talk therapy.
  • D. evolutionary psychology
    Evolutionary psychology is a field of psychology that explains human thoughts, feelings, and behaviors as adaptations shaped by natural selection over our species’ evolutionary history.
  • E. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: humanistic psychology
Triple: [Viktor Frankl, movement, humanistic psychology]
Generated description
Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: humanistic psychology
Target entity description: Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
  • A. Client-Centered Therapy
    Client-Centered Therapy is a humanistic form of psychotherapy that emphasizes empathy, unconditional positive regard, and the client’s innate capacity for personal growth and self-directed change.
  • B. Carl Rogers
    Carl Rogers was an influential American psychologist and one of the founders of humanistic psychology, best known for developing client-centered (person-centered) therapy.
  • C. Counseling and Psychotherapy
    Counseling and Psychotherapy is a foundational 1942 book by Carl Rogers that introduced his client-centered therapeutic approach and helped transform modern talk therapy.
  • D. evolutionary psychology
    Evolutionary psychology is a field of psychology that explains human thoughts, feelings, and behaviors as adaptations shaped by natural selection over our species’ evolutionary history.
  • E. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • F. None of above. chosen

Provenance (5 batches)

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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eb1dc5f88190b54d084c6def7fc5 completed Feb. 28, 2026, 1:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d7ee59bc819080c417f7bc4eba3c completed March 1, 2026, 6:08 a.m.
NEDg Description generation batch_69a3d896730881909e931e289a0386b6 completed March 1, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69a3d9665610819084739d23f3a14816 completed March 1, 2026, 6:15 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.