Triple

T13235813
Position Surface form Disambiguated ID Type / Status
Subject Norman Vincent Peale E315143 entity
Predicate notableWork P4 FINISHED
Object The Art of Living
The Art of Living is a self-help book by minister and author Norman Vincent Peale that offers practical guidance on cultivating a positive mindset and spiritual outlook to improve one’s life.
E1029363 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 Living | Statement: [Norman Vincent Peale, notableWork, The Art of Living]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Art of Living
Context triple: [Norman Vincent Peale, notableWork, The Art of Living]
  • A. The Art of Happiness
    The Art of Happiness is a popular self-help and spiritual book that presents the Dalai Lama’s practical philosophy on cultivating lasting happiness through compassion, inner peace, and mental training.
  • B. The Art of Living and Other Stories
    The Art of Living and Other Stories is a collection of short fiction by American author John Gardner that explores moral complexity, human frailty, and the search for meaning in everyday life.
  • C. A Mind at Peace
    A Mind at Peace is a seminal Turkish modernist novel by Ahmet Hamdi Tanpınar that explores love, memory, and the tensions between tradition and modernity in early 20th-century Istanbul.
  • D. Autobiography of a Yogi
    Autobiography of a Yogi is a spiritual memoir by Paramahansa Yogananda that introduced millions of Western readers to yoga, meditation, and Indian mysticism.
  • E. The Book of Joy
    The Book of Joy is a spiritual and philosophical work that captures conversations between the Dalai Lama and Desmond Tutu about finding lasting happiness amid life’s challenges.
  • 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 Living
Triple: [Norman Vincent Peale, notableWork, The Art of Living]
Generated description
The Art of Living is a self-help book by minister and author Norman Vincent Peale that offers practical guidance on cultivating a positive mindset and spiritual outlook to improve one’s life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Art of Living
Target entity description: The Art of Living is a self-help book by minister and author Norman Vincent Peale that offers practical guidance on cultivating a positive mindset and spiritual outlook to improve one’s life.
  • A. The Art of Happiness
    The Art of Happiness is a popular self-help and spiritual book that presents the Dalai Lama’s practical philosophy on cultivating lasting happiness through compassion, inner peace, and mental training.
  • B. The Art of Living and Other Stories
    The Art of Living and Other Stories is a collection of short fiction by American author John Gardner that explores moral complexity, human frailty, and the search for meaning in everyday life.
  • C. A Mind at Peace
    A Mind at Peace is a seminal Turkish modernist novel by Ahmet Hamdi Tanpınar that explores love, memory, and the tensions between tradition and modernity in early 20th-century Istanbul.
  • D. Autobiography of a Yogi
    Autobiography of a Yogi is a spiritual memoir by Paramahansa Yogananda that introduced millions of Western readers to yoga, meditation, and Indian mysticism.
  • E. The Book of Joy
    The Book of Joy is a spiritual and philosophical work that captures conversations between the Dalai Lama and Desmond Tutu about finding lasting happiness amid life’s challenges.
  • 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d36bdf8819099949b1e0e6902d3 completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff3079c08190977663e5d4762a80 completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f700cbb3708190884d05dd0dd22639 completed May 3, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69f7031a4490819081da260edd969ee8 completed May 3, 2026, 8:11 a.m.
Created at: April 9, 2026, 9:22 p.m.