Triple

T7536634
Position Surface form Disambiguated ID Type / Status
Subject Jim Al-Khalili E178166 entity
Predicate presenterOf P83 FINISHED
Object The Beginning and End of the Universe
The Beginning and End of the Universe is a BBC documentary series exploring the origins, evolution, and ultimate fate of the cosmos.
E672393 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 Beginning and End of the Universe | Statement: [Jim Al-Khalili, presenterOf, The Beginning and End of the Universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Beginning and End of the Universe
Context triple: [Jim Al-Khalili, presenterOf, The Beginning and End of the Universe]
  • A. The Origin and Fate of the Universe
    The Origin and Fate of the Universe is a chapter in Stephen Hawking’s popular science book A Brief History of Time that explores cosmological models for how the universe began, evolves, and might ultimately end.
  • B. The Creation of the Universe
    The Creation of the Universe is a major sculptural work by American artist Frederick Hart that reflects his characteristic blend of spiritual, figurative, and cosmological themes.
  • C. The Creation of the Universe
    The Creation of the Universe is a popular science book by physicist George Gamow that explains modern cosmology and the origins and evolution of the universe for a general audience.
  • D. The Expanding Universe
    "The Expanding Universe" is a chapter in Stephen Hawking’s popular science book *A Brief History of Time* that explains how observations and cosmological theory reveal that the universe is growing larger over time.
  • E. Endless Universe: Beyond the Big Bang
    Endless Universe: Beyond the Big Bang is a popular-science book by cosmologist Paul Steinhardt (with Neil Turok) that presents and explains their cyclic model of the universe as an alternative to the standard Big Bang theory.
  • 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 Beginning and End of the Universe
Triple: [Jim Al-Khalili, presenterOf, The Beginning and End of the Universe]
Generated description
The Beginning and End of the Universe is a BBC documentary series exploring the origins, evolution, and ultimate fate of the cosmos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Beginning and End of the Universe
Target entity description: The Beginning and End of the Universe is a BBC documentary series exploring the origins, evolution, and ultimate fate of the cosmos.
  • A. The Origin and Fate of the Universe
    The Origin and Fate of the Universe is a chapter in Stephen Hawking’s popular science book A Brief History of Time that explores cosmological models for how the universe began, evolves, and might ultimately end.
  • B. The Creation of the Universe
    The Creation of the Universe is a major sculptural work by American artist Frederick Hart that reflects his characteristic blend of spiritual, figurative, and cosmological themes.
  • C. The Creation of the Universe
    The Creation of the Universe is a popular science book by physicist George Gamow that explains modern cosmology and the origins and evolution of the universe for a general audience.
  • D. The Expanding Universe
    "The Expanding Universe" is a chapter in Stephen Hawking’s popular science book *A Brief History of Time* that explains how observations and cosmological theory reveal that the universe is growing larger over time.
  • E. Endless Universe: Beyond the Big Bang
    Endless Universe: Beyond the Big Bang is a popular-science book by cosmologist Paul Steinhardt (with Neil Turok) that presents and explains their cyclic model of the universe as an alternative to the standard Big Bang theory.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84db0c48190b2b3d8c5f802f713 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f108aec81909b0738b6273d5bd3 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c853ef32288190bcd3c53242bfba25 completed March 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69c85458fa7481908809f46373445156 completed March 28, 2026, 10:21 p.m.
Created at: March 27, 2026, 3:48 p.m.