Triple

T1231404
Position Surface form Disambiguated ID Type / Status
Subject Frank Wilczek E26449 entity
Predicate hasWritten P2831 FINISHED
Object A Beautiful Question
A Beautiful Question is a popular science book by Nobel Prize–winning physicist Frank Wilczek that explores how the laws of physics reflect deep principles of symmetry, harmony, and beauty.
E140563 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: A Beautiful Question | Statement: [Frank Wilczek, hasWritten, A Beautiful Question]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Beautiful Question
Context triple: [Frank Wilczek, hasWritten, A Beautiful Question]
  • A. The Bounds of Sense
    The Bounds of Sense is a major work of analytic philosophy by P. F. Strawson that critically examines and partially reconstructs Immanuel Kant’s Critique of Pure Reason.
  • B. A Way of Being
    A Way of Being is a reflective book by humanistic psychologist Carl Rogers that explores his person-centered approach to therapy, relationships, and personal growth.
  • C. The Laws of Nature
    *The Laws of Nature* is a popular science book by physicist Rudolf Peierls that explores how fundamental physical principles govern the behavior of the universe.
  • D. The Restless Universe
    The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
  • E. The Roving Mind
    The Roving Mind is a collection of essays by Isaac Asimov that explores science, technology, humanism, and social issues with his characteristic clarity and wit.
  • 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: A Beautiful Question
Triple: [Frank Wilczek, hasWritten, A Beautiful Question]
Generated description
A Beautiful Question is a popular science book by Nobel Prize–winning physicist Frank Wilczek that explores how the laws of physics reflect deep principles of symmetry, harmony, and beauty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Beautiful Question
Target entity description: A Beautiful Question is a popular science book by Nobel Prize–winning physicist Frank Wilczek that explores how the laws of physics reflect deep principles of symmetry, harmony, and beauty.
  • A. The Bounds of Sense
    The Bounds of Sense is a major work of analytic philosophy by P. F. Strawson that critically examines and partially reconstructs Immanuel Kant’s Critique of Pure Reason.
  • B. A Way of Being
    A Way of Being is a reflective book by humanistic psychologist Carl Rogers that explores his person-centered approach to therapy, relationships, and personal growth.
  • C. The Laws of Nature
    *The Laws of Nature* is a popular science book by physicist Rudolf Peierls that explores how fundamental physical principles govern the behavior of the universe.
  • D. The Restless Universe
    The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
  • E. The Roving Mind
    The Roving Mind is a collection of essays by Isaac Asimov that explores science, technology, humanism, and social issues with his characteristic clarity and wit.
  • 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_69a4948571c88190a9191e451e6035fd completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be5a25348190a0665b6324c4d8f5 completed March 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8a1457a08190aef2f7fed6c6725f completed March 7, 2026, 8:27 p.m.
NEDg Description generation batch_69ac8a73ac2c8190a5617c6f3d4ae5d1 completed March 7, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69ac8afa5a4881908d8373915eaafb5b completed March 7, 2026, 8:30 p.m.
Created at: March 1, 2026, 7:47 p.m.