Triple
T10034632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joseph Schwartz |
E204933
|
entity |
| Predicate | workSetInUniverse |
P16450
|
FINISHED |
| Object | Asimov Galactic Empire continuity |
E39704
|
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: Asimov Galactic Empire continuity | Statement: [Joseph Schwartz, workSetInUniverse, Asimov Galactic Empire continuity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asimov Galactic Empire continuity Context triple: [Joseph Schwartz, workSetInUniverse, Asimov Galactic Empire continuity]
-
A.
Galactic Empire series
chosen
The Galactic Empire series is a set of science fiction novels by Isaac Asimov that explore the rise and fall of a vast interstellar human empire, forming a key part of the broader Foundation universe.
-
B.
Asimov universe
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.
-
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Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.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.
Fall of the Galactic Empire
The Fall of the Galactic Empire is a pivotal event in Isaac Asimov’s Foundation universe, marking the collapse of a vast interstellar civilization and setting the stage for the rise of the Foundation.
-
E.
Rise of the Galactic Empire
The Rise of the Galactic Empire is the pivotal transformation in the Star Wars saga in which the democratic Galactic Republic collapses and is replaced by Emperor Palpatine’s authoritarian regime, setting the stage for the original trilogy’s conflict.
- 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: workSetInUniverse Context triple: [Joseph Schwartz, workSetInUniverse, Asimov Galactic Empire continuity]
-
A.
setInUniverse
chosen
Indicates that something is located within, belongs to, or takes place in a particular fictional or conceptual universe.
-
B.
inUniverseMaker
Indicates that an entity exists or occurs within the fictional universe created or defined by another entity.
-
C.
workSetDuring
Indicates that an action or relationship occurs within a specified time period or temporal setting.
-
D.
inUniverse
Indicates that one entity exists, occurs, or is set within the fictional or conceptual universe defined by another entity.
-
E.
associatedUniverse
Indicates that one entity is linked or belongs to a particular universe, realm, or overarching world context.
- 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_69d28250be608190b7e2b809672cdd78 |
completed | April 5, 2026, 3:40 p.m. |
| PD | Predicate disambiguation | batch_69cd4b8638508190b22acc65500ec7d6 |
completed | April 1, 2026, 4:44 p.m. |
Created at: March 30, 2026, 8:54 p.m.