Triple

T4666640
Position Surface form Disambiguated ID Type / Status
Subject Star Wars novels E102861 entity
Predicate hasSubseries P35499 FINISHED
Object 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.
E461164 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: Thrawn Trilogy | Statement: [Star Wars novels, hasSubseries, Thrawn Trilogy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thrawn Trilogy
Context triple: [Star Wars novels, hasSubseries, Thrawn Trilogy]
  • A. Galactic Empire series
    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. Dark Lords of the Sith
    Dark Lords of the Sith is a Star Wars: Tales of the Jedi comic subseries that explores the rise of ancient Sith powers and pivotal events in the Old Republic era.
  • C. Tales of the Jedi
    Tales of the Jedi is a Star Wars comic book series set in the ancient Old Republic era, exploring the origins and conflicts of the Jedi and Sith long before the films.
  • D. X-Wing series
    The X-Wing series is a popular line of space combat simulation video games set in the Star Wars universe, known for its detailed starfighter piloting and story-driven campaigns.
  • 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. 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: Thrawn Trilogy
Triple: [Star Wars novels, hasSubseries, Thrawn Trilogy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thrawn Trilogy
Target entity description: 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.
  • A. Galactic Empire series
    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. Dark Lords of the Sith
    Dark Lords of the Sith is a Star Wars: Tales of the Jedi comic subseries that explores the rise of ancient Sith powers and pivotal events in the Old Republic era.
  • C. Tales of the Jedi
    Tales of the Jedi is a Star Wars comic book series set in the ancient Old Republic era, exploring the origins and conflicts of the Jedi and Sith long before the films.
  • D. X-Wing series
    The X-Wing series is a popular line of space combat simulation video games set in the Star Wars universe, known for its detailed starfighter piloting and story-driven campaigns.
  • 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. 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd633d87788190a3c8946ed6995062 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69be038912488190a109d4ce624b813d completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be05941ca08190b073c078dfb25429 completed March 21, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69be05fb27788190bdbaba05fc0798e7 completed March 21, 2026, 2:44 a.m.
Created at: March 20, 2026, 1:15 p.m.