Triple

T7642098
Position Surface form Disambiguated ID Type / Status
Subject Star Wars: The Clone Wars E173032 entity
Predicate featuresCharacter P626 FINISHED
Object 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.
E678576 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 Force 99 | Statement: [Star Wars: The Clone Wars, featuresCharacter, Clone Force 99]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clone Force 99
Context triple: [Star Wars: The Clone Wars, featuresCharacter, Clone Force 99]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Force 99
Triple: [Star Wars: The Clone Wars, featuresCharacter, Clone Force 99]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clone Force 99
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c6995360188190968ee57b72a1627f completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6facefbe08190882bd76cf3cd605e completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870d1008c8190898a582a82038e48 completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c8735af3b881908459a94c4d25e339 completed March 29, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_69c8745f29608190aca3bbfe76a877a1 completed March 29, 2026, 12:37 a.m.
Created at: March 27, 2026, 3:58 p.m.