Triple
T12185035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foundation series (early stories) |
E290311
|
entity |
| Predicate | hasInfluenceOn |
P9
|
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: [Foundation series (early stories), hasInfluenceOn, 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: [Foundation series (early stories), hasInfluenceOn, 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 positronic robot universe
Asimov's positronic robot universe is the shared fictional setting of Isaac Asimov’s robot and early Foundation stories, defined by the Three Laws of Robotics and the societal impact of intelligent positronic robots on humanity’s future.
-
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Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.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.
Asimov’s Science Fiction
Asimov’s Science Fiction is a long-running American magazine specializing in science fiction short stories and novellas, known for publishing both established and emerging genre authors.
-
E.
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.
- 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d915ffe644819085f4eb64802fe349 |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6aecb0881909084f3ff2a9e52ea |
completed | May 2, 2026, 1:05 p.m. |
Created at: April 8, 2026, 9:50 p.m.