Triple

T10883392
Position Surface form Disambiguated ID Type / Status
Subject Mihaly Csikszentmihalyi E256978 entity
Predicate notableWork P4 FINISHED
Object Creativity: Flow and the Psychology of Discovery and Invention
"Creativity: Flow and the Psychology of Discovery and Invention" is a psychological study that explores how highly creative people achieve optimal experiences of "flow" and how these states fuel innovation and original work across diverse fields.
E890506 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: Creativity: Flow and the Psychology of Discovery and Invention | Statement: [Mihaly Csikszentmihalyi, notableWork, Creativity: Flow and the Psychology of Discovery and Invention]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Creativity: Flow and the Psychology of Discovery and Invention
Context triple: [Mihaly Csikszentmihalyi, notableWork, Creativity: Flow and the Psychology of Discovery and Invention]
  • A. The Origins of Creativity
    The Origins of Creativity is a nonfiction book by biologist E.O. Wilson that explores the evolutionary roots of human creativity and its relationship to both the sciences and the humanities.
  • B. The Meaning of the Creative Act
    The Meaning of the Creative Act is a philosophical work by Russian religious existentialist Nicolas Berdyaev that explores human creativity as a central, spiritually significant dimension of human freedom and participation in divine creation.
  • C. Genius: A Mosaic of One Hundred Exemplary Creative Minds
    Genius: A Mosaic of One Hundred Exemplary Creative Minds is a critical study in which literary critic Harold Bloom examines and celebrates the lives and works of one hundred influential figures from across the history of literature and thought.
  • D. On Being Creative
    "On Being Creative" is an essay by American literary critic Irving Babbitt that explores the nature of genuine creativity in art and literature within a humanistic and moral framework.
  • E. book The Creative Act: A Way of Being
    The Creative Act: A Way of Being is a philosophical and practical exploration of creativity by legendary music producer Rick Rubin, offering reflections and guidance on living a more creative life.
  • 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: Creativity: Flow and the Psychology of Discovery and Invention
Triple: [Mihaly Csikszentmihalyi, notableWork, Creativity: Flow and the Psychology of Discovery and Invention]
Generated description
"Creativity: Flow and the Psychology of Discovery and Invention" is a psychological study that explores how highly creative people achieve optimal experiences of "flow" and how these states fuel innovation and original work across diverse fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Creativity: Flow and the Psychology of Discovery and Invention
Target entity description: "Creativity: Flow and the Psychology of Discovery and Invention" is a psychological study that explores how highly creative people achieve optimal experiences of "flow" and how these states fuel innovation and original work across diverse fields.
  • A. The Origins of Creativity
    The Origins of Creativity is a nonfiction book by biologist E.O. Wilson that explores the evolutionary roots of human creativity and its relationship to both the sciences and the humanities.
  • B. The Meaning of the Creative Act
    The Meaning of the Creative Act is a philosophical work by Russian religious existentialist Nicolas Berdyaev that explores human creativity as a central, spiritually significant dimension of human freedom and participation in divine creation.
  • C. Genius: A Mosaic of One Hundred Exemplary Creative Minds
    Genius: A Mosaic of One Hundred Exemplary Creative Minds is a critical study in which literary critic Harold Bloom examines and celebrates the lives and works of one hundred influential figures from across the history of literature and thought.
  • D. On Being Creative
    "On Being Creative" is an essay by American literary critic Irving Babbitt that explores the nature of genuine creativity in art and literature within a humanistic and moral framework.
  • E. book The Creative Act: A Way of Being
    The Creative Act: A Way of Being is a philosophical and practical exploration of creativity by legendary music producer Rick Rubin, offering reflections and guidance on living a more creative life.
  • 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_69d6aa848804819081b2713ca0bedf06 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d751db24208190b3a7ed7eea118522 completed April 9, 2026, 7:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7e479cc81909fb8510364d6fc0e completed April 15, 2026, 8:41 p.m.
NEDg Description generation batch_69e002709d38819099c4402d30824612 completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e005873ba48190b8c24c77611562fa completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:21 p.m.