Triple
T1818044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Empire |
E40479
|
entity |
| Predicate | series |
P1761
|
FINISHED |
| Object | Foundation universe |
E201005
|
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: Foundation universe | Statement: [Robots and Empire, series, Foundation universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Foundation universe Context triple: [Robots and Empire, series, Foundation universe]
-
A.
Foundation universe
chosen
The Foundation universe is Isaac Asimov’s expansive science fiction setting depicting a future Galactic Empire, the science of psychohistory, and the rise and fall of civilizations across millennia.
-
B.
The Universe
The Universe is a popular science book by Isaac Asimov that explains the structure, history, and phenomena of the cosmos in accessible language for general readers.
-
C.
First Foundation
First Foundation is a powerful scientific and political organization in Isaac Asimov’s Foundation series, created to preserve human knowledge and guide the future of the Galactic Empire using the predictive science of psychohistory.
-
D.
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.
-
E.
Universal Epic Universe
Universal Epic Universe is an upcoming Universal Orlando Resort theme park expansion featuring multiple immersive lands based on popular entertainment franchises.
- 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_69aa65f7b84081909005ce36ef1199db |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9ac97e081908ab1d30fa41c3e9b |
completed | March 8, 2026, 7:10 p.m. |
Created at: March 4, 2026, 7:32 p.m.