Triple

T5147562
Position Surface form Disambiguated ID Type / Status
Subject Behaviorism E116109 entity
Predicate keyPublication P444 FINISHED
Object 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.
E497448 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: Psychology as the Behaviorist Views It | Statement: [Behaviorism, keyPublication, Psychology as the Behaviorist Views It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Psychology as the Behaviorist Views It
Context triple: [Behaviorism, keyPublication, Psychology as the Behaviorist Views It]
  • A. 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.
  • B. Lectures on Human and Animal Psychology
    Lectures on Human and Animal Psychology is a foundational psychological work by Wilhelm Wundt that explores the comparative study of mental processes in humans and animals.
  • C. 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.
  • D. The Principles of Psychology
    The Principles of Psychology is an influential 1890 book by William James that helped establish psychology as a scientific discipline and introduced key ideas such as the stream of consciousness and functionalism.
  • E. Principles of Physiological Psychology
    Principles of Physiological Psychology is Wilhelm Wundt’s foundational work that helped establish psychology as an experimental and scientific discipline by linking mental processes to physiological mechanisms.
  • 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: Psychology as the Behaviorist Views It
Triple: [Behaviorism, keyPublication, Psychology as the Behaviorist Views It]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Psychology as the Behaviorist Views It
Target entity description: "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.
  • A. 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.
  • B. Lectures on Human and Animal Psychology
    Lectures on Human and Animal Psychology is a foundational psychological work by Wilhelm Wundt that explores the comparative study of mental processes in humans and animals.
  • C. 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.
  • D. The Principles of Psychology
    The Principles of Psychology is an influential 1890 book by William James that helped establish psychology as a scientific discipline and introduced key ideas such as the stream of consciousness and functionalism.
  • E. Principles of Physiological Psychology
    Principles of Physiological Psychology is Wilhelm Wundt’s foundational work that helped establish psychology as an experimental and scientific discipline by linking mental processes to physiological mechanisms.
  • 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.