Triple
T5147571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behaviorism |
E116109
|
entity |
| Predicate | contrastsWith |
P278
|
FINISHED |
| Object | Humanistic psychology |
E44289
|
NE FINISHED |
How this triple was built (2 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: [Behaviorism, contrastsWith, Humanistic psychology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humanistic psychology Context triple: [Behaviorism, contrastsWith, Humanistic psychology]
-
A.
humanistic psychology
chosen
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.
-
B.
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.
-
C.
Gestalt therapy
Gestalt therapy is a humanistic, experiential form of psychotherapy that emphasizes present-moment awareness, personal responsibility, and the integration of thoughts, feelings, and actions to foster psychological growth.
-
D.
individual psychology
Individual psychology is a psychological theory and therapeutic approach that emphasizes the uniqueness of the individual, the importance of social belonging, and the role of purposeful striving in shaping personality and behavior.
-
E.
Freudian psychoanalysis
Freudian psychoanalysis is a theory and method of therapy developed by Sigmund Freud that explains human behavior and mental disorders through unconscious conflicts, childhood experiences, and the dynamics of drives and defenses.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd4446c0e08190a7c29dc74976bf03 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78afc32081909fd4de3dbf31ea3a |
completed | March 20, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69becffa6a2881908f4b1ef85bdcce30 |
completed | March 21, 2026, 5:06 p.m. |
Created at: March 20, 2026, 1:43 p.m.