Triple
T2050483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neil deGrasse Tyson |
E45553
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Death by Black Hole and Other Cosmic Quandaries |
E33192
|
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: Death by Black Hole and Other Cosmic Quandaries | Statement: [Neil deGrasse Tyson, notableWork, Death by Black Hole and Other Cosmic Quandaries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Death by Black Hole and Other Cosmic Quandaries Context triple: [Neil deGrasse Tyson, notableWork, Death by Black Hole and Other Cosmic Quandaries]
-
A.
Black Holes and Baby Universes and Other Essays
Black Holes and Baby Universes and Other Essays is a 1993 collection of popular-science essays and reflections by physicist Stephen Hawking, exploring cosmology, black holes, and his personal life and ideas.
-
B.
Death by Black Hole
chosen
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
-
C.
The Restless Universe
The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
-
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.
The Collapsing Universe
The Collapsing Universe is a popular science book by Isaac Asimov that explains black holes, stellar evolution, and the ultimate fate of the cosmos in accessible, non-technical language.
- 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.