Triple
T1827247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Brief History of Time |
E40679
|
entity |
| Predicate | hasChapter |
P35
|
FINISHED |
| Object |
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.
|
E206533
|
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 Origin and Fate of the Universe | Statement: [A Brief History of Time, hasChapter, The Origin and Fate of the Universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Origin and Fate of the Universe Context triple: [A Brief History of Time, hasChapter, The Origin and Fate of the Universe]
-
A.
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.
-
B.
Origins: Fourteen Billion Years of Cosmic Evolution
"Origins: Fourteen Billion Years of Cosmic Evolution" is a popular science book that traces the history of the universe from the Big Bang to the emergence of life and human consciousness, co-authored by astrophysicist Neil deGrasse Tyson.
-
C.
Essai de cosmologie
Essai de cosmologie is an 18th-century philosophical and scientific treatise by Pierre-Louis Moreau de Maupertuis that explores the structure and origins of the universe within the framework of early Enlightenment cosmology.
-
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.
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 Origin and Fate of the Universe Triple: [A Brief History of Time, hasChapter, The Origin and Fate of the Universe]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Origin and Fate of the Universe Target entity description: 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.
-
A.
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.
-
B.
Origins: Fourteen Billion Years of Cosmic Evolution
"Origins: Fourteen Billion Years of Cosmic Evolution" is a popular science book that traces the history of the universe from the Big Bang to the emergence of life and human consciousness, co-authored by astrophysicist Neil deGrasse Tyson.
-
C.
Essai de cosmologie
Essai de cosmologie is an 18th-century philosophical and scientific treatise by Pierre-Louis Moreau de Maupertuis that explores the structure and origins of the universe within the framework of early Enlightenment cosmology.
-
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.
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_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_69adc9b24f448190a3aa5a85a9106d71 |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcc55db8481909b5680230a61a4c1 |
completed | March 8, 2026, 7:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adccf2b56c8190bf2de8f8bcbb4837 |
completed | March 8, 2026, 7:24 p.m. |
Created at: March 4, 2026, 7:32 p.m.