Triple
T10034610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joseph Schwartz |
E204933
|
entity |
| Predicate | associatedWithAuthorUniverse |
P41009
|
FINISHED |
| Object | Isaac Asimov universe |
E207443
|
NE FINISHED |
How this triple was built (3 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 universe | Statement: [Joseph Schwartz, associatedWithAuthorUniverse, Isaac Asimov universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isaac Asimov universe Context triple: [Joseph Schwartz, associatedWithAuthorUniverse, Isaac Asimov 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 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.
-
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Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.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.
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.
-
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithAuthorUniverse Context triple: [Joseph Schwartz, associatedWithAuthorUniverse, Isaac Asimov universe]
-
A.
associatedUniverse
chosen
Indicates that one entity is linked or belongs to a particular universe, realm, or overarching world context.
-
B.
associatedWithAuthorWork
Indicates a relationship where an author is connected to a work they created, contributed to, or are otherwise credited for.
-
C.
associatedWithAuthorRole
Indicates that an entity is connected to another entity specifically in the capacity or role of an author.
-
D.
placeAssociatedWithAuthor
Indicates a relationship where a place is connected to an author, such as by birth, residence, work, or significant activity.
-
E.
associatedWithAuthorOfSourceNovel
Indicates a relationship where one entity is connected or linked in some way to the author of the original source novel.
- F. None of above.
Provenance (4 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_69ca834d77188190ad645e33e8ca3200 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdce4a515c8190baec86d924623b12 |
completed | April 2, 2026, 2:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b60e988c8190839a088e65b15d07 |
completed | April 5, 2026, 7:20 p.m. |
| PD | Predicate disambiguation | batch_69cd4b8638508190b22acc65500ec7d6 |
completed | April 1, 2026, 4:44 p.m. |
Created at: March 30, 2026, 8:54 p.m.