Triple

T975665
Position Surface form Disambiguated ID Type / Status
Subject radical behaviorism E21046 entity
Predicate field P3 FINISHED
Object behavior analysis
Behavior analysis is a scientific discipline that studies how environmental events influence observable behavior and applies this knowledge to predict and change behavior.
E21046 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 analysis | Statement: [radical behaviorism, field, behavior analysis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: behavior analysis
Context triple: [radical behaviorism, field, behavior analysis]
  • A. radical behaviorism
    Radical behaviorism is a school of psychology that explains behavior primarily in terms of observable actions and environmental contingencies, extending this analysis to private events like thoughts and feelings without invoking internal mental causes.
  • B. Verbal Behavior
    Verbal Behavior is B. F. Skinner’s influential book that applies the principles of behaviorism to the analysis and explanation of human language.
  • C. Skinner box
    The Skinner box is an experimental apparatus used in behavioral psychology to study and control animal learning through systematically administered rewards and punishments.
  • D. behavioral ecology
    Behavioral ecology is a branch of biology that studies how animal behavior is shaped by ecological pressures and evolutionary processes to maximize survival and reproductive success.
  • E. ABA
    The ABA (American Basketball Association) was a professional basketball league that operated in the United States from 1967 to 1976 and later merged with the NBA, known for its flashy style, three-point line, and red-white-and-blue basketball.
  • 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 analysis
Triple: [radical behaviorism, field, behavior analysis]
Generated description
Behavior analysis is a scientific discipline that studies how environmental events influence observable behavior and applies this knowledge to predict and change behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: behavior analysis
Target entity description: Behavior analysis is a scientific discipline that studies how environmental events influence observable behavior and applies this knowledge to predict and change behavior.
  • A. radical behaviorism chosen
    Radical behaviorism is a school of psychology that explains behavior primarily in terms of observable actions and environmental contingencies, extending this analysis to private events like thoughts and feelings without invoking internal mental causes.
  • B. Verbal Behavior
    Verbal Behavior is B. F. Skinner’s influential book that applies the principles of behaviorism to the analysis and explanation of human language.
  • C. Skinner box
    The Skinner box is an experimental apparatus used in behavioral psychology to study and control animal learning through systematically administered rewards and punishments.
  • D. behavioral ecology
    Behavioral ecology is a branch of biology that studies how animal behavior is shaped by ecological pressures and evolutionary processes to maximize survival and reproductive success.
  • E. ABA
    The ABA (American Basketball Association) was a professional basketball league that operated in the United States from 1967 to 1976 and later merged with the NBA, known for its flashy style, three-point line, and red-white-and-blue basketball.
  • F. None of above.

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_69a493c2b62c8190b616351789ec47f8 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b46234c88190b2bfc9cafe59d7f7 completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac170c0fdc8190b904ca5737764f5a completed March 7, 2026, 12:16 p.m.
NEDg Description generation batch_69ac17c2e6f48190be6fce7f279957c4 completed March 7, 2026, 12:19 p.m.
NED2 Entity disambiguation (via description) batch_69ac1845d6948190af8994e431ef357f completed March 7, 2026, 12:21 p.m.
Created at: March 1, 2026, 7:40 p.m.