Triple
T1924304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Stars, Like Dust |
E40193
|
entity |
| Predicate | partOfUniverse |
P15645
|
FINISHED |
| Object | Isaac Asimov's Galactic Empire universe |
E39704
|
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: Isaac Asimov's Galactic Empire universe | Statement: [The Stars, Like Dust, partOfUniverse, Isaac Asimov's Galactic Empire universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isaac Asimov's Galactic Empire universe Context triple: [The Stars, Like Dust, partOfUniverse, Isaac Asimov's Galactic Empire universe]
-
A.
Asimov universe
The Asimov universe is the shared science fiction setting created by Isaac Asimov, encompassing his robot, Foundation, and related stories that explore advanced robotics, psychohistory, and the future of humanity.
-
B.
Galactic Empire series
chosen
The Galactic Empire series is a set of science fiction novels by Isaac Asimov that explore the rise and fall of a vast interstellar human empire, forming a key part of the broader Foundation universe.
-
C.
Asimov's Chronology of the World
Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.
-
D.
Encyclopaedia Galactica
"Encyclopaedia Galactica" is a segment from Carl Sagan’s television series "Cosmos: A Personal Voyage" that explores the possibilities of extraterrestrial intelligence and the future of human knowledge in the universe.
-
E.
Ringworld
Ringworld is a science fiction megastructure concept, popularized by Larry Niven’s novel of the same name, depicting a vast artificial ring encircling a star to provide an enormous habitable surface area.
- 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_69a8864298748190a2f2fd34f7ef8d77 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb2359ca0819082b514a34c469b21 |
completed | March 7, 2026, 5:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3e6678881908d72de7e0f19a648 |
completed | March 8, 2026, 10:10 p.m. |
Created at: March 4, 2026, 7:35 p.m.