Triple

T10037003
Position Surface form Disambiguated ID Type / Status
Subject Rise of the Galactic Empire E205195 entity
Predicate hasKeyFigure P810 FINISHED
Object Clone Army of the Republic
The Clone Army of the Republic is a genetically engineered military force of clone soldiers created to serve the Galactic Republic during the Clone Wars, ultimately enabling the rise of the Galactic Empire.
E837339 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: Clone Army of the Republic | Statement: [Rise of the Galactic Empire, hasKeyFigure, Clone Army of the Republic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clone Army of the Republic
Context triple: [Rise of the Galactic Empire, hasKeyFigure, Clone Army of the Republic]
  • A. 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.
  • B. Star Wars: War of the Bounty Hunters
    Star Wars: War of the Bounty Hunters is a Marvel Comics crossover event set between The Empire Strikes Back and Return of the Jedi that follows the criminal underworld’s struggle to seize the carbonite-frozen Han Solo.
  • C. Star Wars: Demolition
    Star Wars: Demolition is a vehicular combat video game set in the Star Wars universe, featuring characters and vehicles battling in arena-style matches across various iconic locations.
  • D. Star Wars: Bounty Hunter
    Star Wars: Bounty Hunter is a third-person action-adventure video game set in the Star Wars universe that follows Jango Fett’s exploits as a bounty hunter prior to the events of Episode II: Attack of the Clones.
  • E. Star Wars: The Clone Wars
    Star Wars: The Clone Wars is an animated television series set between Episodes II and III of the Star Wars saga, exploring the galactic conflict between the Republic and the Separatists and deepening the stories of characters like Anakin Skywalker, Obi-Wan Kenobi, and Ahsoka Tano.
  • 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: Clone Army of the Republic
Triple: [Rise of the Galactic Empire, hasKeyFigure, Clone Army of the Republic]
Generated description
The Clone Army of the Republic is a genetically engineered military force of clone soldiers created to serve the Galactic Republic during the Clone Wars, ultimately enabling the rise of the Galactic Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clone Army of the Republic
Target entity description: The Clone Army of the Republic is a genetically engineered military force of clone soldiers created to serve the Galactic Republic during the Clone Wars, ultimately enabling the rise of the Galactic Empire.
  • A. 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.
  • B. Star Wars: War of the Bounty Hunters
    Star Wars: War of the Bounty Hunters is a Marvel Comics crossover event set between The Empire Strikes Back and Return of the Jedi that follows the criminal underworld’s struggle to seize the carbonite-frozen Han Solo.
  • C. Star Wars: Demolition
    Star Wars: Demolition is a vehicular combat video game set in the Star Wars universe, featuring characters and vehicles battling in arena-style matches across various iconic locations.
  • D. Star Wars: Bounty Hunter
    Star Wars: Bounty Hunter is a third-person action-adventure video game set in the Star Wars universe that follows Jango Fett’s exploits as a bounty hunter prior to the events of Episode II: Attack of the Clones.
  • E. Star Wars: The Clone Wars
    Star Wars: The Clone Wars is an animated television series set between Episodes II and III of the Star Wars saga, exploring the galactic conflict between the Republic and the Separatists and deepening the stories of characters like Anakin Skywalker, Obi-Wan Kenobi, and Ahsoka Tano.
  • 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcede428c8190ae115dc3425f9b0e completed April 2, 2026, 2:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d282608d688190832c37442f53099a completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d2840bb2e881908a7e7a40229769e0 completed April 5, 2026, 3:47 p.m.
NED2 Entity disambiguation (via description) batch_69d2847c9bb881908a6330dfe2c2c1a4 completed April 5, 2026, 3:49 p.m.
Created at: March 30, 2026, 8:55 p.m.