Triple
T9496390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Space Chronicles: Facing the Ultimate Frontier |
E229014
|
entity |
| Predicate | workOf |
P4
|
FINISHED |
| Object |
Neil deGrasse Tyson bibliography
The Neil deGrasse Tyson bibliography is the collected body of books, essays, and other written works by astrophysicist and science communicator Neil deGrasse Tyson.
|
E802897
|
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: Neil deGrasse Tyson bibliography | Statement: [Space Chronicles: Facing the Ultimate Frontier, workOf, Neil deGrasse Tyson bibliography]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neil deGrasse Tyson bibliography Context triple: [Space Chronicles: Facing the Ultimate Frontier, workOf, Neil deGrasse Tyson bibliography]
-
A.
Carl Sagan bibliography
The Carl Sagan bibliography is the comprehensive list of books, essays, and other written works authored or co-authored by the astronomer and science communicator Carl Sagan.
-
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.
Neil deGrasse Tyson
Neil deGrasse Tyson is an American astrophysicist, author, and science communicator known for popularizing astronomy and hosting shows like "Cosmos: A Spacetime Odyssey."
-
E.
Asimov's New Guide to Science
Asimov's New Guide to Science is a comprehensive, accessible popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific discovery for general readers.
- 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: Neil deGrasse Tyson bibliography Triple: [Space Chronicles: Facing the Ultimate Frontier, workOf, Neil deGrasse Tyson bibliography]
Generated description
The Neil deGrasse Tyson bibliography is the collected body of books, essays, and other written works by astrophysicist and science communicator Neil deGrasse Tyson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neil deGrasse Tyson bibliography Target entity description: The Neil deGrasse Tyson bibliography is the collected body of books, essays, and other written works by astrophysicist and science communicator Neil deGrasse Tyson.
-
A.
Carl Sagan bibliography
The Carl Sagan bibliography is the comprehensive list of books, essays, and other written works authored or co-authored by the astronomer and science communicator Carl Sagan.
-
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.
Neil deGrasse Tyson
Neil deGrasse Tyson is an American astrophysicist, author, and science communicator known for popularizing astronomy and hosting shows like "Cosmos: A Spacetime Odyssey."
-
E.
Asimov's New Guide to Science
Asimov's New Guide to Science is a comprehensive, accessible popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific discovery for general readers.
- 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_69ca84753660819098e8d416e89e26ae |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd95ecf4148190aa8f4733980166ae |
completed | April 1, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12d34967881909980be6f1be80885 |
completed | April 4, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69d13113474881909201282ce1385073 |
completed | April 4, 2026, 3:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d131ade0588190bdf3cfdbbdd6df8e |
completed | April 4, 2026, 3:43 p.m. |
Created at: March 30, 2026, 7:56 p.m.