Triple

T5147548
Position Surface form Disambiguated ID Type / Status
Subject Behaviorism E116109 entity
Predicate hasSubschool P14190 FINISHED
Object Neobehaviorism
Neobehaviorism is a later development of behaviorist psychology that retains a focus on observable behavior while incorporating theoretical constructs like intervening variables and internal processes to explain learning and motivation.
E500113 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: Neobehaviorism | Statement: [Behaviorism, hasSubschool, Neobehaviorism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neobehaviorism
Context triple: [Behaviorism, hasSubschool, Neobehaviorism]
  • A. 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.
  • B. 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.
  • C. The Structure of Behavior
    The Structure of Behavior is a foundational philosophical work by Maurice Merleau-Ponty that critiques both empiricism and intellectualism while developing a phenomenological account of perception and embodied behavior.
  • D. Psychology as the Behaviorist Views It
    "Psychology as the Behaviorist Views It" is John B. Watson’s 1913 manifesto that launched behaviorism by redefining psychology as the objective study of observable behavior rather than consciousness.
  • E. Cognitivism
    Cognitivism is a psychological and educational theory that explains learning and behavior in terms of internal mental processes such as thinking, memory, and problem-solving.
  • 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: Neobehaviorism
Triple: [Behaviorism, hasSubschool, Neobehaviorism]
Generated description
Neobehaviorism is a later development of behaviorist psychology that retains a focus on observable behavior while incorporating theoretical constructs like intervening variables and internal processes to explain learning and motivation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neobehaviorism
Target entity description: Neobehaviorism is a later development of behaviorist psychology that retains a focus on observable behavior while incorporating theoretical constructs like intervening variables and internal processes to explain learning and motivation.
  • A. 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.
  • B. 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.
  • C. The Structure of Behavior
    The Structure of Behavior is a foundational philosophical work by Maurice Merleau-Ponty that critiques both empiricism and intellectualism while developing a phenomenological account of perception and embodied behavior.
  • D. Psychology as the Behaviorist Views It
    "Psychology as the Behaviorist Views It" is John B. Watson’s 1913 manifesto that launched behaviorism by redefining psychology as the objective study of observable behavior rather than consciousness.
  • E. Cognitivism
    Cognitivism is a psychological and educational theory that explains learning and behavior in terms of internal mental processes such as thinking, memory, and problem-solving.
  • 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_69bed920e650819097d8b74fe8b8966a completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69bedae9de2081909bd5e872fc0f904e completed March 21, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69bedba410448190bffab466812daa7e completed March 21, 2026, 5:55 p.m.
Created at: March 20, 2026, 1:43 p.m.