Triple

T4666681
Position Surface form Disambiguated ID Type / Status
Subject Star Wars novels E102861 entity
Predicate notableWork P4 FINISHED
Object Dark Force Rising
Dark Force Rising is a 1992 Star Wars Expanded Universe novel by Timothy Zahn that continues the Thrawn Trilogy, following the New Republic’s struggle against Grand Admiral Thrawn.
E461170 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: Dark Force Rising | Statement: [Star Wars novels, notableWork, Dark Force Rising]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark Force Rising
Context triple: [Star Wars novels, notableWork, Dark Force Rising]
  • A. Star Wars: Episode III – Revenge of the Sith
    Star Wars: Episode III – Revenge of the Sith is a 2005 space opera film in the Star Wars franchise that depicts Anakin Skywalker’s tragic fall to the dark side and the rise of the Galactic Empire.
  • B. the dark side of the Force
    The dark side of the Force is a malevolent and corrupting aspect of the mystical energy field in the Star Wars universe, associated with anger, hatred, and the pursuit of power at any cost.
  • C. Dark Lord of the Sith
    The Dark Lord of the Sith is the supreme master of the dark side of the Force and the ultimate leader of the Sith Order in the Star Wars universe.
  • D. Star Wars: Episode VI – Return of the Jedi
    Star Wars: Episode VI – Return of the Jedi is the 1983 concluding film of the original Star Wars trilogy, depicting the Rebel Alliance’s final battle against the Galactic Empire and the redemption of Darth Vader.
  • E. Star Wars: Episode II – Attack of the Clones
    Star Wars: Episode II – Attack of the Clones is a 2002 science fiction prequel film in the Star Wars saga that explores the rise of the Clone Wars and the deepening relationship between Anakin Skywalker and Padmé Amidala.
  • 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: Dark Force Rising
Triple: [Star Wars novels, notableWork, Dark Force Rising]
Generated description
Dark Force Rising is a 1992 Star Wars Expanded Universe novel by Timothy Zahn that continues the Thrawn Trilogy, following the New Republic’s struggle against Grand Admiral Thrawn.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark Force Rising
Target entity description: Dark Force Rising is a 1992 Star Wars Expanded Universe novel by Timothy Zahn that continues the Thrawn Trilogy, following the New Republic’s struggle against Grand Admiral Thrawn.
  • A. Star Wars: Episode III – Revenge of the Sith
    Star Wars: Episode III – Revenge of the Sith is a 2005 space opera film in the Star Wars franchise that depicts Anakin Skywalker’s tragic fall to the dark side and the rise of the Galactic Empire.
  • B. the dark side of the Force
    The dark side of the Force is a malevolent and corrupting aspect of the mystical energy field in the Star Wars universe, associated with anger, hatred, and the pursuit of power at any cost.
  • C. Dark Lord of the Sith
    The Dark Lord of the Sith is the supreme master of the dark side of the Force and the ultimate leader of the Sith Order in the Star Wars universe.
  • D. Star Wars: Episode VI – Return of the Jedi
    Star Wars: Episode VI – Return of the Jedi is the 1983 concluding film of the original Star Wars trilogy, depicting the Rebel Alliance’s final battle against the Galactic Empire and the redemption of Darth Vader.
  • E. Star Wars: Episode II – Attack of the Clones
    Star Wars: Episode II – Attack of the Clones is a 2002 science fiction prequel film in the Star Wars saga that explores the rise of the Clone Wars and the deepening relationship between Anakin Skywalker and Padmé Amidala.
  • 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.