Triple

T7331296
Position Surface form Disambiguated ID Type / Status
Subject Graham Wallas E169005 entity
Predicate knownFor P22 FINISHED
Object The Art of Thought
The Art of Thought is a seminal 1926 book by social psychologist Graham Wallas that introduced the influential four-stage model of the creative process (preparation, incubation, illumination, verification).
 E657424 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: The Art of Thought | Statement: [Graham Wallas, knownFor, The Art of Thought]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Art of Thought
Context triple: [Graham Wallas, knownFor, The Art of Thought]
  • A. Modes of Thought
    Modes of Thought is a later philosophical work by Alfred North Whitehead that further develops his process philosophy and reflections on science, metaphysics, and human experience.
  • B. How We Think
    How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
  • C. Beyond the Limits of Thought
    Beyond the Limits of Thought is a seminal philosophical work by Graham Priest that explores logical paradoxes and the boundaries of rational thought, advancing his influential dialetheist view that some contradictions can be true.
  • D. The Life of the Mind
    The Life of the Mind is a posthumously published philosophical work by Hannah Arendt that explores the nature of thinking, willing, and judging as fundamental activities of human consciousness.
  • E. Kinds of Minds
    Kinds of Minds is a philosophical work by Daniel Dennett that explores the nature and varieties of consciousness and intelligence across humans, animals, and machines.
  • 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: The Art of Thought
Triple: [Graham Wallas, knownFor, The Art of Thought]
Generated description
The Art of Thought is a seminal 1926 book by social psychologist Graham Wallas that introduced the influential four-stage model of the creative process (preparation, incubation, illumination, verification).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Art of Thought
Target entity description: The Art of Thought is a seminal 1926 book by social psychologist Graham Wallas that introduced the influential four-stage model of the creative process (preparation, incubation, illumination, verification).
  • A. Modes of Thought
    Modes of Thought is a later philosophical work by Alfred North Whitehead that further develops his process philosophy and reflections on science, metaphysics, and human experience.
  • B. How We Think
    How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
  • C. Beyond the Limits of Thought
    Beyond the Limits of Thought is a seminal philosophical work by Graham Priest that explores logical paradoxes and the boundaries of rational thought, advancing his influential dialetheist view that some contradictions can be true.
  • D. The Life of the Mind
    The Life of the Mind is a posthumously published philosophical work by Hannah Arendt that explores the nature of thinking, willing, and judging as fundamental activities of human consciousness.
  • E. Kinds of Minds
    Kinds of Minds is a philosophical work by Daniel Dennett that explores the nature and varieties of consciousness and intelligence across humans, animals, and machines.
  • 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_69c68a568a6481908f11e20db7bc8446 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0bf93dc8190931c13865ba827dd completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef1ac84c819095f03cf731f11c01 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7f2bb85fc81908aaaffe90a373f67 completed March 28, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7f32fa80c8190b0bebf5f43e426c3 completed March 28, 2026, 3:26 p.m.
Created at: March 27, 2026, 3:03 p.m.