Triple
T1818085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Empire |
E40479
|
entity |
| Predicate | literaryUniverse |
P23262
|
FINISHED |
| Object | Asimov's unified Robot–Empire–Foundation universe |
E207443
|
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: Asimov's unified Robot–Empire–Foundation universe | Statement: [Robots and Empire, literaryUniverse, Asimov's unified Robot–Empire–Foundation universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asimov's unified Robot–Empire–Foundation universe Context triple: [Robots and Empire, literaryUniverse, Asimov's unified Robot–Empire–Foundation universe]
-
A.
Asimov universe
chosen
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.
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Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.
-
C.
Prelude to Foundation
Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
-
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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f8c4e48190925aec9916dd6c30 |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf42de6081908182cd3bda9c69e9 |
completed | March 8, 2026, 8:42 p.m. |
Created at: March 4, 2026, 7:32 p.m.