Triple
T2050482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neil deGrasse Tyson |
E45553
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Astrophysics for People in a Hurry |
E33191
|
NE FINISHED |
How this triple was built (2 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.
Astrophysics for People in a Hurry
chosen
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.
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.
-
C.
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.
-
D.
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.
-
E.
Our Picture of the Universe
"Our Picture of the Universe" is a chapter in Stephen Hawking’s popular science book *A Brief History of Time* that introduces and explains major cosmological models and our evolving understanding of the universe.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a8891948208190ab7898da21824c77 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb98e10d48190bb96cd1f8ea3c08b |
completed | March 7, 2026, 5:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2009951881909d562821fef39c88 |
completed | March 9, 2026, 1:19 a.m. |
Created at: March 4, 2026, 7:39 p.m.