Triple
T258315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neil deGrasse Tyson |
E5484
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E33191
|
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: Astrophysics for People in a Hurry | Statement: [Neil deGrasse Tyson, notableWork, Astrophysics for People in a Hurry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Astrophysics for People in a Hurry Context triple: [Neil deGrasse Tyson, notableWork, Astrophysics for People in a Hurry]
-
A.
Cosmos: Possible Worlds
Cosmos: Possible Worlds is a science documentary series, presented by Neil deGrasse Tyson and produced by Ann Druyan, that explores the universe, scientific discovery, and humanity’s future through visually rich storytelling.
-
B.
The Lives of the Stars
"The Lives of the Stars" is an episode of the science documentary series *Cosmos: A Personal Voyage* that explores the birth, evolution, and death of stars and their role in shaping the universe.
-
C.
Cosmos: A Personal Voyage
Cosmos: A Personal Voyage is a landmark 1980 science documentary television series that explores the universe, science, and humanity’s place in the cosmos, hosted and co-written by astronomer Carl Sagan.
-
D.
The Cosmic Connection
The Cosmic Connection is a popular science book by Carl Sagan that explores humanity’s place in the universe and the possibility of extraterrestrial life.
-
E.
Cosmos: A Spacetime Odyssey
Cosmos: A Spacetime Odyssey is a 2014 science documentary television series hosted by Neil deGrasse Tyson that explores the universe, scientific discovery, and the laws of nature using modern visual effects and storytelling.
- 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: Astrophysics for People in a Hurry Triple: [Neil deGrasse Tyson, notableWork, Astrophysics for People in a Hurry]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Astrophysics for People in a Hurry Target entity description: 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.
-
A.
Cosmos: Possible Worlds
Cosmos: Possible Worlds is a science documentary series, presented by Neil deGrasse Tyson and produced by Ann Druyan, that explores the universe, scientific discovery, and humanity’s future through visually rich storytelling.
-
B.
The Lives of the Stars
"The Lives of the Stars" is an episode of the science documentary series *Cosmos: A Personal Voyage* that explores the birth, evolution, and death of stars and their role in shaping the universe.
-
C.
Cosmos: A Personal Voyage
Cosmos: A Personal Voyage is a landmark 1980 science documentary television series that explores the universe, science, and humanity’s place in the cosmos, hosted and co-written by astronomer Carl Sagan.
-
D.
The Cosmic Connection
The Cosmic Connection is a popular science book by Carl Sagan that explores humanity’s place in the universe and the possibility of extraterrestrial life.
-
E.
Cosmos: A Spacetime Odyssey
Cosmos: A Spacetime Odyssey is a 2014 science documentary television series hosted by Neil deGrasse Tyson that explores the universe, scientific discovery, and the laws of nature using modern visual effects and storytelling.
- 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_69a2580a64ac8190ad76e34bb0715b5e |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25d703e688190bb86c69527e306f5 |
completed | Feb. 28, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a37959115881908aa902eab1159b0c |
completed | Feb. 28, 2026, 11:25 p.m. |
| NEDg | Description generation | batch_69a379d72c34819090cbb2eba0674efc |
completed | Feb. 28, 2026, 11:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a37a319f608190ac7fe9db3c7fb4f3 |
completed | Feb. 28, 2026, 11:28 p.m. |
Created at: Feb. 28, 2026, 2:55 a.m.