Triple
T258318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neil deGrasse Tyson |
E5484
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E33702
|
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: Origins: Fourteen Billion Years of Cosmic Evolution | Statement: [Neil deGrasse Tyson, notableWork, Origins: Fourteen Billion Years of Cosmic Evolution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Origins: Fourteen Billion Years of Cosmic Evolution Context triple: [Neil deGrasse Tyson, notableWork, Origins: Fourteen Billion Years of Cosmic Evolution]
-
A.
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.
-
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: 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.
-
D.
Origins of Life (book)
"Origins of Life" is a scientific book by physicist and mathematician Freeman Dyson that explores theoretical scenarios for how life might have first emerged from nonliving matter.
-
E.
Microcosmos: Four Billion Years of Microbial Evolution
Microcosmos: Four Billion Years of Microbial Evolution is a popular science book by Lynn Margulis that explores the central role of microbes in the evolution and functioning of life on Earth.
- 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: Origins: Fourteen Billion Years of Cosmic Evolution Triple: [Neil deGrasse Tyson, notableWork, Origins: Fourteen Billion Years of Cosmic Evolution]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Origins: Fourteen Billion Years of Cosmic Evolution Target entity description: "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.
-
A.
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.
-
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: 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.
-
D.
Origins of Life (book)
"Origins of Life" is a scientific book by physicist and mathematician Freeman Dyson that explores theoretical scenarios for how life might have first emerged from nonliving matter.
-
E.
Microcosmos: Four Billion Years of Microbial Evolution
Microcosmos: Four Billion Years of Microbial Evolution is a popular science book by Lynn Margulis that explores the central role of microbes in the evolution and functioning of life on Earth.
- 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_69a3837622cc819096df20695413b5c0 |
completed | March 1, 2026, 12:08 a.m. |
| NEDg | Description generation | batch_69a38470215c8190b6541ab567ca5721 |
completed | March 1, 2026, 12:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a384cbfbec81909a3ae67f51dadfb3 |
completed | March 1, 2026, 12:14 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.