Triple
T8492873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Three Laws of Robotics |
E201014
|
entity |
| Predicate | fictionalUniverse |
P3758
|
FINISHED |
| Object | Asimov’s 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 Foundation universe | Statement: [Three Laws of Robotics, fictionalUniverse, Asimov’s Foundation universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asimov’s Foundation universe Context triple: [Three Laws of Robotics, fictionalUniverse, Asimov’s 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.
novel Foundation
Foundation is a landmark science fiction novel by Isaac Asimov that introduces the concept of psychohistory and chronicles the efforts to preserve knowledge and civilization as a vast galactic empire collapses.
-
C.
Known Space
Known Space is a shared science fiction universe created by Larry Niven, featuring a far-future setting with advanced human and alien civilizations, of which the Ringworld is one of the most famous locations.
-
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.
Hainish Cycle
The Hainish Cycle is a loosely connected series of science fiction works by Ursula K. Le Guin that explore themes of culture, politics, and anthropology across a shared interstellar setting.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d120f8c819088a1d9b23b621939 |
completed | April 2, 2026, 1:20 p.m. |
Created at: March 30, 2026, 6:13 p.m.