Triple

T10883391
Position Surface form Disambiguated ID Type / Status
Subject Mihaly Csikszentmihalyi E256978 entity
Predicate notableWork P4 FINISHED
Object Flow: The Psychology of Optimal Experience
Flow: The Psychology of Optimal Experience is a seminal psychology book that explores the state of deep, focused immersion in activities that leads to heightened satisfaction and fulfillment.
E890505 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: Flow: The Psychology of Optimal Experience | Statement: [Mihaly Csikszentmihalyi, notableWork, Flow: The Psychology of Optimal Experience]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flow: The Psychology of Optimal Experience
Context triple: [Mihaly Csikszentmihalyi, notableWork, Flow: The Psychology of Optimal Experience]
  • A. The Experience of Activity
    "The Experience of Activity" is a philosophical essay by William James that explores how our direct, lived sense of acting and exerting effort underpins his radical empiricist account of experience and reality.
  • B. The Power of Full Engagement
    The Power of Full Engagement is a self-help and performance book that argues managing energy—not time—is the key to achieving high performance and personal renewal.
  • C. Authentic Happiness
    Authentic Happiness is a popular positive psychology book by Martin Seligman that explores how cultivating strengths, meaning, and positive emotions can lead to lasting well-being.
  • D. The Disciplined Mind
    The Disciplined Mind is a book by psychologist Howard Gardner that explores how education can cultivate deep understanding, ethical reflection, and disciplined thinking across core academic domains.
  • E. 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.
  • 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: Flow: The Psychology of Optimal Experience
Triple: [Mihaly Csikszentmihalyi, notableWork, Flow: The Psychology of Optimal Experience]
Generated description
Flow: The Psychology of Optimal Experience is a seminal psychology book that explores the state of deep, focused immersion in activities that leads to heightened satisfaction and fulfillment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flow: The Psychology of Optimal Experience
Target entity description: Flow: The Psychology of Optimal Experience is a seminal psychology book that explores the state of deep, focused immersion in activities that leads to heightened satisfaction and fulfillment.
  • A. The Experience of Activity
    "The Experience of Activity" is a philosophical essay by William James that explores how our direct, lived sense of acting and exerting effort underpins his radical empiricist account of experience and reality.
  • B. The Power of Full Engagement
    The Power of Full Engagement is a self-help and performance book that argues managing energy—not time—is the key to achieving high performance and personal renewal.
  • C. Authentic Happiness
    Authentic Happiness is a popular positive psychology book by Martin Seligman that explores how cultivating strengths, meaning, and positive emotions can lead to lasting well-being.
  • D. The Disciplined Mind
    The Disciplined Mind is a book by psychologist Howard Gardner that explores how education can cultivate deep understanding, ethical reflection, and disciplined thinking across core academic domains.
  • E. 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.
  • 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.