Triple
T1827284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Holes and Baby Universes and Other Essays |
E40680
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | essay "The Future of the Universe and Black Holes" |
E40680
|
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: essay "The Future of the Universe and Black Holes" | Statement: [Black Holes and Baby Universes and Other Essays, hasPart, essay "The Future of the Universe and Black Holes"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: essay "The Future of the Universe and Black Holes" Context triple: [Black Holes and Baby Universes and Other Essays, hasPart, essay "The Future of the Universe and Black Holes"]
-
A.
The Mathematical Theory of Black Holes
The Mathematical Theory of Black Holes is a landmark monograph that presents a rigorous, comprehensive treatment of the physics and mathematics underlying black hole solutions in general relativity.
-
B.
Black Holes and Baby Universes and Other Essays
chosen
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.
-
C.
essay "The Future Needs Us"
"The Future Needs Us" is an essay that reflects on humanity’s responsibility to shape a better future through scientific curiosity, moral courage, and resistance to complacency.
-
D.
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.
-
E.
Hayward black hole model
The Hayward black hole model is a theoretical, regular (non-singular) black hole solution in general relativity that modifies the central singularity with a de Sitter core, often studied as an alternative to classical black hole models.
- 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_69a8864644bc8190b2358ab897194ac1 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb01022108190b1da05a31454ab8d |
completed | March 7, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf6b4bdc8190b53dbdc9c31e3685 |
completed | March 8, 2026, 6:26 p.m. |
Created at: March 4, 2026, 7:32 p.m.