Triple

T3262722
Position Surface form Disambiguated ID Type / Status
Subject John Ortiz E68448 entity
Predicate notableRole P22 FINISHED
Object Arturo Braga in Fast & Furious
Arturo Braga in Fast & Furious is a powerful Mexican drug cartel leader and primary antagonist who orchestrates high-risk cross-border smuggling operations.
 E342950 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: Arturo Braga in Fast & Furious | Statement: [John Ortiz, notableRole, Arturo Braga in Fast & Furious]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arturo Braga in Fast & Furious
Context triple: [John Ortiz, notableRole, Arturo Braga in Fast & Furious]
  • A. Tej Parker in The Fast and the Furious series
    Tej Parker in The Fast and the Furious series is a tech-savvy mechanic and hacker who becomes a key member of Dominic Toretto’s crew, known for his intelligence, resourcefulness, and comic relief.
  • B. Dominic Toretto
    Dominic Toretto is a street-racing ex-convict turned elite heist leader and fiercely loyal patriarch who serves as the central protagonist of the Fast & Furious film franchise.
  • C. Mia Toretto
    Mia Toretto is a central character in the Fast & Furious franchise, known as Dominic Toretto’s sister and Brian O’Conner’s love interest who often serves as the emotional core of the crew.
  • D. Brian O'Conner
    Brian O'Conner is a central protagonist in the Fast & Furious franchise, portrayed as an undercover cop-turned-street racer and loyal member of Dominic Toretto's crew.
  • E. Hattie Shaw in Fast & Furious Presents: Hobbs & Shaw
    Hattie Shaw is a skilled MI6 field agent and the estranged sister of Deckard Shaw who becomes central to the plot of Fast & Furious Presents: Hobbs & Shaw.
  • 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: Arturo Braga in Fast & Furious
Triple: [John Ortiz, notableRole, Arturo Braga in Fast & Furious]
Generated description
Arturo Braga in Fast & Furious is a powerful Mexican drug cartel leader and primary antagonist who orchestrates high-risk cross-border smuggling operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arturo Braga in Fast & Furious
Target entity description: Arturo Braga in Fast & Furious is a powerful Mexican drug cartel leader and primary antagonist who orchestrates high-risk cross-border smuggling operations.
  • A. Tej Parker in The Fast and the Furious series
    Tej Parker in The Fast and the Furious series is a tech-savvy mechanic and hacker who becomes a key member of Dominic Toretto’s crew, known for his intelligence, resourcefulness, and comic relief.
  • B. Dominic Toretto
    Dominic Toretto is a street-racing ex-convict turned elite heist leader and fiercely loyal patriarch who serves as the central protagonist of the Fast & Furious film franchise.
  • C. Mia Toretto
    Mia Toretto is a central character in the Fast & Furious franchise, known as Dominic Toretto’s sister and Brian O’Conner’s love interest who often serves as the emotional core of the crew.
  • D. Brian O'Conner
    Brian O'Conner is a central protagonist in the Fast & Furious franchise, portrayed as an undercover cop-turned-street racer and loyal member of Dominic Toretto's crew.
  • E. Hattie Shaw in Fast & Furious Presents: Hobbs & Shaw
    Hattie Shaw is a skilled MI6 field agent and the estranged sister of Deckard Shaw who becomes central to the plot of Fast & Furious Presents: Hobbs & Shaw.
  • 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_69ad8590444081909e8107a8aeef3a23 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adafa908e881908cbb2ad137819ffb completed March 8, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28ee2ec8481908a0c0f4a32c97fe0 completed March 12, 2026, 10:01 a.m.
NEDg Description generation batch_69b296709f84819094fe9db721a44f83 completed March 12, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69b2d6c1c65c81909e661c6beaaec9af completed March 12, 2026, 3:07 p.m.
Created at: March 8, 2026, 3:09 p.m.