Triple

T1190392
Position Surface form Disambiguated ID Type / Status
Subject Rudolf Peierls E25343 entity
Predicate notableWork P4 FINISHED
Object 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.
E136248 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 Laws of Nature | Statement: [Rudolf Peierls, notableWork, The Laws of Nature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Laws of Nature
Context triple: [Rudolf Peierls, notableWork, The Laws of Nature]
  • A. On Nature
    On Nature is a lost philosophical treatise by the pre-Socratic thinker Anaxagoras that outlined his cosmology, including the role of Mind (Nous) in ordering the universe.
  • B. The Laws of Higher Life
    The Laws of Higher Life is a theosophical work by Annie Besant that explores spiritual evolution, ethical living, and the principles guiding the soul’s progress to higher states of consciousness.
  • C. The Climate of Eden
    The Climate of Eden is a novel by American playwright and director Moss Hart that explores complex human relationships and social tensions in a richly drawn setting.
  • D. 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.
  • E. 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.
  • 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 Laws of Nature
Triple: [Rudolf Peierls, notableWork, The Laws of Nature]
Generated description
*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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Laws of Nature
Target entity description: *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.
  • A. On Nature
    On Nature is a lost philosophical treatise by the pre-Socratic thinker Anaxagoras that outlined his cosmology, including the role of Mind (Nous) in ordering the universe.
  • B. The Laws of Higher Life
    The Laws of Higher Life is a theosophical work by Annie Besant that explores spiritual evolution, ethical living, and the principles guiding the soul’s progress to higher states of consciousness.
  • C. The Climate of Eden
    The Climate of Eden is a novel by American playwright and director Moss Hart that explores complex human relationships and social tensions in a richly drawn setting.
  • D. 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.
  • E. 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.
  • 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_69a49427d98881908646d6c63b8cea1e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd58d8d88190b8d9c9c9de7f4e97 completed March 1, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac764ccb1c8190a302137a0e67cb88 completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac76e1b430819092669c6e83d7a62c completed March 7, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69ac77670fa08190827ef34ba9d52a70 completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:45 p.m.