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.