Triple

T18855725
Position Surface form Disambiguated ID Type / Status
Subject Jedi Academy Trilogy E461165 entity
Predicate hasPart P35 FINISHED
Object Champions of the Force
Champions of the Force is the third novel in Kevin J. Anderson’s Star Wars Jedi Academy Trilogy, concluding the storyline of Luke Skywalker’s new Jedi order and their struggle against Imperial remnants.
E1345149 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: Champions of the Force | Statement: [Jedi Academy Trilogy, hasPart, Champions of the Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Champions of the Force
Context triple: [Jedi Academy Trilogy, hasPart, Champions of the Force]
  • A. Legacy of the Force
    Legacy of the Force is a nine-book Star Wars novel series set in the post–Return of the Jedi Expanded Universe, chronicling the rise of a new Sith threat and the resulting galactic civil war.
  • B. Light of the Jedi
    Light of the Jedi is a Star Wars novel that launches the High Republic publishing initiative, depicting the Jedi Order at its peak centuries before the Skywalker saga.
  • C. Jedi Civil War
    The Jedi Civil War is a major conflict in Star Wars lore in which the fallen Jedi Revan and Malak lead the Sith against the Galactic Republic and the Jedi Order during the Old Republic era.
  • D. Clone Force 99
    Clone Force 99, also known as the Bad Batch, is an elite squad of genetically enhanced clone commandos in the Star Wars universe known for their unconventional tactics and unique mutations.
  • E. Light Side of the Force
    The Light Side of the Force is the benevolent, selfless aspect of the mystical energy field in the Star Wars universe, associated with peace, compassion, and the Jedi Order.
  • 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: Champions of the Force
Triple: [Jedi Academy Trilogy, hasPart, Champions of the Force]
Generated description
Champions of the Force is the third novel in Kevin J. Anderson’s Star Wars Jedi Academy Trilogy, concluding the storyline of Luke Skywalker’s new Jedi order and their struggle against Imperial remnants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Champions of the Force
Target entity description: Champions of the Force is the third novel in Kevin J. Anderson’s Star Wars Jedi Academy Trilogy, concluding the storyline of Luke Skywalker’s new Jedi order and their struggle against Imperial remnants.
  • A. Legacy of the Force
    Legacy of the Force is a nine-book Star Wars novel series set in the post–Return of the Jedi Expanded Universe, chronicling the rise of a new Sith threat and the resulting galactic civil war.
  • B. Light of the Jedi
    Light of the Jedi is a Star Wars novel that launches the High Republic publishing initiative, depicting the Jedi Order at its peak centuries before the Skywalker saga.
  • C. Jedi Civil War
    The Jedi Civil War is a major conflict in Star Wars lore in which the fallen Jedi Revan and Malak lead the Sith against the Galactic Republic and the Jedi Order during the Old Republic era.
  • D. Clone Force 99
    Clone Force 99, also known as the Bad Batch, is an elite squad of genetically enhanced clone commandos in the Star Wars universe known for their unconventional tactics and unique mutations.
  • E. Light Side of the Force
    The Light Side of the Force is the benevolent, selfless aspect of the mystical energy field in the Star Wars universe, associated with peace, compassion, and the Jedi Order.
  • 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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c05c16e88190a08b6a8b94e1c9f9 completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05677b705c81908bdf6a7bbbb67277 completed May 14, 2026, 6:11 a.m.
NEDg Description generation batch_6a05691c2e8c81908ec65273d8e2f7bd completed May 14, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_6a0569a782c08190b7b09f2926160bbf completed May 14, 2026, 6:20 a.m.
Created at: April 10, 2026, 11:57 a.m.