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.