Triple

T7050404
Position Surface form Disambiguated ID Type / Status
Subject James Gleick E163749 entity
Predicate notableWork P4 FINISHED
Object Chaos: Making a New Science
Chaos: Making a New Science is a popular science book that introduced and explained the concepts and history of chaos theory to a broad audience.
E639444 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: Chaos: Making a New Science | Statement: [James Gleick, notableWork, Chaos: Making a New Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chaos: Making a New Science
Context triple: [James Gleick, notableWork, Chaos: Making a New Science]
  • A. The Representation of Chaos
    The Representation of Chaos is the dramatic opening section of Haydn’s oratorio "The Creation," depicting the primordial disorder before the emergence of light and order through striking harmonic and orchestral effects.
  • B. Chaos and Creation in the Backyard
    Chaos and Creation in the Backyard is a critically acclaimed 2005 studio album by Paul McCartney that showcases a more introspective, stripped-down songwriting and production style.
  • C. The New Science
    The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
  • D. Gödel, Escher, Bach
    Gödel, Escher, Bach is a Pulitzer Prize–winning interdisciplinary book by Douglas Hofstadter that explores deep connections between mathematics, art, music, and human consciousness.
  • E. With the Grain of the Universe
    With the Grain of the Universe is a theological work by Stanley Hauerwas that explores the nature and task of theology through engagement with figures like Karl Barth, Reinhold Niebuhr, and Hans Frei.
  • 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: Chaos: Making a New Science
Triple: [James Gleick, notableWork, Chaos: Making a New Science]
Generated description
Chaos: Making a New Science is a popular science book that introduced and explained the concepts and history of chaos theory to a broad audience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chaos: Making a New Science
Target entity description: Chaos: Making a New Science is a popular science book that introduced and explained the concepts and history of chaos theory to a broad audience.
  • A. The Representation of Chaos
    The Representation of Chaos is the dramatic opening section of Haydn’s oratorio "The Creation," depicting the primordial disorder before the emergence of light and order through striking harmonic and orchestral effects.
  • B. Chaos and Creation in the Backyard
    Chaos and Creation in the Backyard is a critically acclaimed 2005 studio album by Paul McCartney that showcases a more introspective, stripped-down songwriting and production style.
  • C. The New Science
    The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
  • D. Gödel, Escher, Bach
    Gödel, Escher, Bach is a Pulitzer Prize–winning interdisciplinary book by Douglas Hofstadter that explores deep connections between mathematics, art, music, and human consciousness.
  • E. With the Grain of the Universe
    With the Grain of the Universe is a theological work by Stanley Hauerwas that explores the nature and task of theology through engagement with figures like Karl Barth, Reinhold Niebuhr, and Hans Frei.
  • 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_69c6885f598c8190b6b6495c59d8d962 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e24e7e20819099dc8f7fa37c4491 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7888bba9c8190b6414b56e5588ec0 completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c788f292a08190bf3543ecfc245d12 completed March 28, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69c789a6ea988190ad2db2442f0a5e8f completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:37 p.m.