Triple
T4390168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | hierarchy of needs |
E99342
|
entity |
| Predicate | field |
P3
|
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: [hierarchy of needs, field, humanistic psychology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: humanistic psychology Context triple: [hierarchy of needs, field, 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.
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.
-
C.
existential psychotherapy
Existential psychotherapy is a form of therapy that focuses on helping individuals confront fundamental questions of existence—such as meaning, freedom, isolation, and mortality—to live more authentically and purposefully.
-
D.
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.
-
E.
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.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35282cb2c8190856da20bb87e88ff |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e52d63c08190bc98c090cfe0ff1c |
completed | March 14, 2026, 10:46 p.m. |
Created at: March 12, 2026, 11:19 p.m.