Triple
T15385967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Republic era |
E367915
|
entity |
| Predicate | featuresWork |
P36250
|
FINISHED |
| Object |
Star Wars: Aftermath (novel trilogy)
Star Wars: Aftermath is a canon Star Wars novel trilogy by Chuck Wendig that chronicles the turbulent power struggles and battles following the fall of the Empire after Return of the Jedi.
|
E1154684
|
NE FINISHED |
How this triple was built (4 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: Star Wars: Aftermath (novel trilogy) | Statement: [New Republic era, featuresWork, Star Wars: Aftermath (novel trilogy)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Star Wars: Aftermath (novel trilogy) Context triple: [New Republic era, featuresWork, Star Wars: Aftermath (novel trilogy)]
-
A.
Star Wars: Thrawn: Alliances (novel)
"Star Wars: Thrawn: Alliances" is a canon Star Wars novel by Timothy Zahn that explores an uneasy partnership between Darth Vader and Grand Admiral Thrawn during dual timelines set in the Clone Wars and the era of the Galactic Empire.
-
B.
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.
-
C.
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.
-
D.
Star Wars: The Force Awakens (novelization)
Star Wars: The Force Awakens (novelization) is the prose adaptation of the 2015 Star Wars film, expanding on its story, characters, and universe with additional scenes and internal character perspectives.
-
E.
Star Wars: Galaxy’s Edge – Black Spire (novel)
Star Wars: Galaxy’s Edge – Black Spire is a canon Star Wars novel by Delilah S. Dawson that follows Resistance spy Vi Moradi as she establishes a base on the remote world of Batuu, tying directly into the Galaxy’s Edge theme park setting.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Star Wars: Aftermath (novel trilogy) Triple: [New Republic era, featuresWork, Star Wars: Aftermath (novel trilogy)]
Generated description
Star Wars: Aftermath is a canon Star Wars novel trilogy by Chuck Wendig that chronicles the turbulent power struggles and battles following the fall of the Empire after Return of the Jedi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Star Wars: Aftermath (novel trilogy) Target entity description: Star Wars: Aftermath is a canon Star Wars novel trilogy by Chuck Wendig that chronicles the turbulent power struggles and battles following the fall of the Empire after Return of the Jedi.
-
A.
Star Wars: Thrawn: Alliances (novel)
"Star Wars: Thrawn: Alliances" is a canon Star Wars novel by Timothy Zahn that explores an uneasy partnership between Darth Vader and Grand Admiral Thrawn during dual timelines set in the Clone Wars and the era of the Galactic Empire.
-
B.
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.
-
C.
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.
-
D.
Star Wars: The Force Awakens (novelization)
Star Wars: The Force Awakens (novelization) is the prose adaptation of the 2015 Star Wars film, expanding on its story, characters, and universe with additional scenes and internal character perspectives.
-
E.
Star Wars: Galaxy’s Edge – Black Spire (novel)
Star Wars: Galaxy’s Edge – Black Spire is a canon Star Wars novel by Delilah S. Dawson that follows Resistance spy Vi Moradi as she establishes a base on the remote world of Batuu, tying directly into the Galaxy’s Edge theme park setting.
- F. None of above. chosen
Provenance (5 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_69d85a1551a08190ba2caea7cd51c639 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e74ff70819094c1a85f51d6e228 |
completed | April 16, 2026, 1:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff1349bad48190a31c50a0c5104128 |
completed | May 9, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_69ff141b025c8190ac5ac9400ff36133 |
completed | May 9, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff1519100c819083ee0342bf25d89e |
completed | May 9, 2026, 11:06 a.m. |
Created at: April 10, 2026, 3:19 a.m.