Triple

T8511437
Position Surface form Disambiguated ID Type / Status
Subject Star Wars: The Bad Batch E201462 entity
Predicate mainCharacter P1183 FINISHED
Object Crosshair
Crosshair is a genetically enhanced clone trooper and expert marksman in Star Wars: The Bad Batch, known for his cold precision and moral ambiguity.
E738521 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: Crosshair | Statement: [Star Wars: The Bad Batch, mainCharacter, Crosshair]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crosshair
Context triple: [Star Wars: The Bad Batch, mainCharacter, Crosshair]
  • A. Crosshairs
    Crosshairs is a crime thriller novel in James Patterson’s Michael Bennett series, following the New York detective as he tackles a high-stakes, fast-paced investigation.
  • B. Sniper
    Sniper is a 1993 action thriller film about an expert Marine sniper and his spotter undertaking a dangerous mission in the Panamanian jungle.
  • C. Uzi
    Uzi is the stage name commonly used to refer to Lil Uzi Vert, an American rapper and singer known for his emo-influenced trap music and energetic, melodic style.
  • D. Dead Eye targeting system
    The Dead Eye targeting system is a signature slow-motion aiming mechanic in the Red Dead Redemption series that lets players mark and execute precise shots in rapid succession.
  • E. Killshot
    Killshot is a crime novel by Elmore Leonard that follows a married couple targeted by a pair of hitmen, blending dark humor with tense, character-driven suspense.
  • 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: Crosshair
Triple: [Star Wars: The Bad Batch, mainCharacter, Crosshair]
Generated description
Crosshair is a genetically enhanced clone trooper and expert marksman in Star Wars: The Bad Batch, known for his cold precision and moral ambiguity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crosshair
Target entity description: Crosshair is a genetically enhanced clone trooper and expert marksman in Star Wars: The Bad Batch, known for his cold precision and moral ambiguity.
  • A. Crosshairs
    Crosshairs is a crime thriller novel in James Patterson’s Michael Bennett series, following the New York detective as he tackles a high-stakes, fast-paced investigation.
  • B. Sniper
    Sniper is a 1993 action thriller film about an expert Marine sniper and his spotter undertaking a dangerous mission in the Panamanian jungle.
  • C. Uzi
    Uzi is the stage name commonly used to refer to Lil Uzi Vert, an American rapper and singer known for his emo-influenced trap music and energetic, melodic style.
  • D. Dead Eye targeting system
    The Dead Eye targeting system is a signature slow-motion aiming mechanic in the Red Dead Redemption series that lets players mark and execute precise shots in rapid succession.
  • E. Killshot
    Killshot is a crime novel by Elmore Leonard that follows a married couple targeted by a pair of hitmen, blending dark humor with tense, character-driven suspense.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe608e5b08190a6d551793e8ed94b completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e47542c8190af93dca3ce16a04b completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff9792c81908d76141904a170bc completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50acae5881908f1d2c0e21dd7f1d completed April 2, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:15 p.m.