Triple
T5147553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behaviorism |
E116109
|
entity |
| Predicate | influencedField |
P9
|
FINISHED |
| Object |
Behavior therapy
Behavior therapy is a form of psychotherapy that focuses on modifying observable behaviors through techniques based on learning principles such as conditioning and reinforcement.
|
E497447
|
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: Behavior therapy | Statement: [Behaviorism, influencedField, Behavior therapy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Behavior therapy Context triple: [Behaviorism, influencedField, Behavior therapy]
-
A.
cognitive behavioral therapy
Cognitive behavioral therapy is a structured, evidence-based form of psychotherapy that helps people identify and change unhelpful thoughts and behaviors to improve emotional well-being and functioning.
-
B.
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.
-
C.
behaviorism
Behaviorism is a psychological approach that explains behavior in terms of observable actions shaped by environmental stimuli and reinforcement, largely rejecting internal mental states as objects of scientific study.
-
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.
Behaviour
Behaviour is a 1990 synth-pop album by English duo Pet Shop Boys, noted for its more introspective tone and sophisticated production compared to their earlier work.
- 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: Behavior therapy Triple: [Behaviorism, influencedField, Behavior therapy]
Generated description
Behavior therapy is a form of psychotherapy that focuses on modifying observable behaviors through techniques based on learning principles such as conditioning and reinforcement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Behavior therapy Target entity description: Behavior therapy is a form of psychotherapy that focuses on modifying observable behaviors through techniques based on learning principles such as conditioning and reinforcement.
-
A.
cognitive behavioral therapy
Cognitive behavioral therapy is a structured, evidence-based form of psychotherapy that helps people identify and change unhelpful thoughts and behaviors to improve emotional well-being and functioning.
-
B.
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.
-
C.
behaviorism
Behaviorism is a psychological approach that explains behavior in terms of observable actions shaped by environmental stimuli and reinforcement, largely rejecting internal mental states as objects of scientific study.
-
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.
Behaviour
Behaviour is a 1990 synth-pop album by English duo Pet Shop Boys, noted for its more introspective tone and sophisticated production compared to their earlier work.
- 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_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. |
| NEDg | Description generation | batch_69bed09cf66481909f7aa65de3fce54d |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed136a790819083ec5b8ae923fa3e |
completed | March 21, 2026, 5:11 p.m. |
Created at: March 20, 2026, 1:43 p.m.