Triple

T981635
Position Surface form Disambiguated ID Type / Status
Subject Walden Two E21180 entity
Predicate influencedBy P9 FINISHED
Object 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.
E116109 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: behaviorism | Statement: [Walden Two, influencedBy, behaviorism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: behaviorism
Context triple: [Walden Two, influencedBy, behaviorism]
  • 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. 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.
  • C. B. F. Skinner (born Burrhus Frederic Skinner)
    B. F. Skinner was an influential American psychologist and behaviorist best known for developing the theory of operant conditioning and pioneering experimental analysis of behavior.
  • D. behavioral genetics
    Behavioral genetics is a field of science that studies how genes and environmental factors jointly influence behavior and psychological traits.
  • E. The Principles of Psychology
    The Principles of Psychology is an influential 19th-century work by Herbert Spencer that applies evolutionary theory to explain mental processes and the development of the mind.
  • 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: behaviorism
Triple: [Walden Two, influencedBy, behaviorism]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: behaviorism
Target entity description: 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.
  • 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. 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.
  • C. B. F. Skinner (born Burrhus Frederic Skinner)
    B. F. Skinner was an influential American psychologist and behaviorist best known for developing the theory of operant conditioning and pioneering experimental analysis of behavior.
  • D. behavioral genetics
    Behavioral genetics is a field of science that studies how genes and environmental factors jointly influence behavior and psychological traits.
  • E. The Principles of Psychology
    The Principles of Psychology is an influential 19th-century work by Herbert Spencer that applies evolutionary theory to explain mental processes and the development of the mind.
  • 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_69a493c2b62c8190b616351789ec47f8 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b47cbca48190a01880bb411e80bd completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1ce14ffc8190b2d0a7915960ff89 completed March 7, 2026, 12:41 p.m.
NEDg Description generation batch_69ac1dcf739081909c38eb936425f666 completed March 7, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69ac1e41d0a081908e890ce6aeccc87f completed March 7, 2026, 12:46 p.m.
Created at: March 1, 2026, 7:41 p.m.