Triple
T10034609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joseph Schwartz |
E204933
|
entity |
| Predicate | associatedWithSeries |
P2830
|
FINISHED |
| Object | Galactic Empire series |
E39704
|
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: Galactic Empire series | Statement: [Joseph Schwartz, associatedWithSeries, Galactic Empire series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Galactic Empire series Context triple: [Joseph Schwartz, associatedWithSeries, Galactic Empire series]
-
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.
Thrawn Trilogy
The Thrawn Trilogy is a landmark Star Wars book series by Timothy Zahn that revived the franchise in the early 1990s, introducing Grand Admiral Thrawn and expanding the post-Return of the Jedi storyline.
-
C.
Star Wars: The Black Fleet Crisis trilogy
Star Wars: The Black Fleet Crisis trilogy is a series of Star Wars Expanded Universe novels set after the original film trilogy, focusing on political upheaval in the New Republic and new threats to Luke Skywalker and his allies.
-
D.
Mandalorian Wars
The Mandalorian Wars were a major galactic conflict in Star Wars lore, in which the Mandalorian warrior clans launched a massive crusade that reshaped the Republic and set the stage for the rise of the Sith.
-
E.
Alphabet Squadron trilogy
The Alphabet Squadron trilogy is a series of Star Wars novels following a ragtag New Republic starfighter unit hunting down Imperial remnants in the aftermath of Return of the Jedi.
- 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_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. |
Created at: March 30, 2026, 8:54 p.m.