Triple

T1827243
Position Surface form Disambiguated ID Type / Status
Subject A Brief History of Time E40679 entity
Predicate hasChapter P35 FINISHED
Object Our Picture of the Universe
"Our Picture of the Universe" is a chapter in Stephen Hawking’s popular science book *A Brief History of Time* that introduces and explains major cosmological models and our evolving understanding of the universe.
E203276 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: Our Picture of the Universe | Statement: [A Brief History of Time, hasChapter, Our Picture of the Universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Our Picture of the Universe
Context triple: [A Brief History of Time, hasChapter, Our Picture of the Universe]
  • A. Our Time in the Universe
    "Our Time in the Universe" is a track by the progressive rock/metal project Higher Truth, likely featuring expansive, atmospheric instrumentation and reflective, philosophical themes.
  • B. 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.
  • C. Cosmic Apprentice: Dispatches from the Edges of Science
    Cosmic Apprentice: Dispatches from the Edges of Science is a collection of essays by science writer Dorion Sagan that explores cutting-edge ideas in science, philosophy, and culture through an accessible, speculative lens.
  • D. The Universe: From Flat Earth to Quasar
    "The Universe: From Flat Earth to Quasar" is a popular science book that traces the historical development of humanity’s understanding of the cosmos, from ancient cosmological models to modern astrophysics.
  • E. Cosmos (book)
    Cosmos is a popular science book by Carl Sagan that explores the universe, the history of science, and humanity’s place in the cosmos.
  • 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: Our Picture of the Universe
Triple: [A Brief History of Time, hasChapter, Our Picture of the Universe]
Generated description
"Our Picture of the Universe" is a chapter in Stephen Hawking’s popular science book *A Brief History of Time* that introduces and explains major cosmological models and our evolving understanding of the universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Our Picture of the Universe
Target entity description: "Our Picture of the Universe" is a chapter in Stephen Hawking’s popular science book *A Brief History of Time* that introduces and explains major cosmological models and our evolving understanding of the universe.
  • A. Our Time in the Universe
    "Our Time in the Universe" is a track by the progressive rock/metal project Higher Truth, likely featuring expansive, atmospheric instrumentation and reflective, philosophical themes.
  • B. 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.
  • C. Cosmic Apprentice: Dispatches from the Edges of Science
    Cosmic Apprentice: Dispatches from the Edges of Science is a collection of essays by science writer Dorion Sagan that explores cutting-edge ideas in science, philosophy, and culture through an accessible, speculative lens.
  • D. The Universe: From Flat Earth to Quasar
    "The Universe: From Flat Earth to Quasar" is a popular science book that traces the historical development of humanity’s understanding of the cosmos, from ancient cosmological models to modern astrophysics.
  • E. Cosmos (book)
    Cosmos is a popular science book by Carl Sagan that explores the universe, the history of science, and humanity’s place in the cosmos.
  • 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb01022108190b1da05a31454ab8d completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6b4bdc8190b53dbdc9c31e3685 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc07fff60819092b10dd0e417ac5a completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc0fd79c48190864f53a90517edc6 completed March 8, 2026, 6:33 p.m.
Created at: March 4, 2026, 7:32 p.m.