Triple
T1799665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Asimov's New Guide to Science |
E39685
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object |
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.
|
E201025
|
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 Universe: From Flat Earth to Quasar | Statement: [Asimov's New Guide to Science, relatedWork, The Universe: From Flat Earth to Quasar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Universe: From Flat Earth to Quasar Context triple: [Asimov's New Guide to Science, relatedWork, The Universe: From Flat Earth to Quasar]
-
A.
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.
-
B.
Astrophysics for People in a Hurry
Astrophysics for People in a Hurry is a popular science book by Neil deGrasse Tyson that offers a concise, accessible overview of key concepts in modern astrophysics and cosmology for general readers.
-
C.
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.
-
D.
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.
-
E.
Cosmic Calendar
The Cosmic Calendar is a visualization that compresses the entire history of the universe into a single year to help illustrate the vastness of cosmic time and humanity’s relatively recent appearance.
- 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 Universe: From Flat Earth to Quasar Triple: [Asimov's New Guide to Science, relatedWork, The Universe: From Flat Earth to Quasar]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Universe: From Flat Earth to Quasar Target entity description: "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.
-
A.
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.
-
B.
Astrophysics for People in a Hurry
Astrophysics for People in a Hurry is a popular science book by Neil deGrasse Tyson that offers a concise, accessible overview of key concepts in modern astrophysics and cosmology for general readers.
-
C.
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.
-
D.
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.
-
E.
Cosmic Calendar
The Cosmic Calendar is a visualization that compresses the entire history of the universe into a single year to help illustrate the vastness of cosmic time and humanity’s relatively recent appearance.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6569b2e48190a56cf48160796d2e |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d8da888190a88f3bd8036e19f4 |
completed | March 8, 2026, 5:46 p.m. |
| NEDg | Description generation | batch_69adb69c149081908b5b819c068a1ce2 |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8be528c819092a5e22b099fc2a0 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.