Triple

T10383001
Position Surface form Disambiguated ID Type / Status
Subject Nathalie Emmanuel E244687 entity
Predicate characterInWork P12208 FINISHED
Object Ramsey in Fast & Furious 7
Ramsey in Fast & Furious 7 is a brilliant hacker who joins Dominic Toretto's crew after creating the powerful God's Eye surveillance program.
E859898 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: Ramsey in Fast & Furious 7 | Statement: [Nathalie Emmanuel, characterInWork, Ramsey in Fast & Furious 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ramsey in Fast & Furious 7
Context triple: [Nathalie Emmanuel, characterInWork, Ramsey in Fast & Furious 7]
  • A. Furious 7
    Furious 7 is a 2015 action film in the Fast & Furious franchise, known for its high-octane stunts and serving as Paul Walker’s final appearance in the series.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Fast & Furious 6
    Fast & Furious 6 is a 2013 action film in the Fast & Furious franchise that follows Dominic Toretto’s crew as they work with a federal agent to take down a skilled mercenary organization across Europe.
  • 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: Ramsey in Fast & Furious 7
Triple: [Nathalie Emmanuel, characterInWork, Ramsey in Fast & Furious 7]
Generated description
Ramsey in Fast & Furious 7 is a brilliant hacker who joins Dominic Toretto's crew after creating the powerful God's Eye surveillance program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ramsey in Fast & Furious 7
Target entity description: Ramsey in Fast & Furious 7 is a brilliant hacker who joins Dominic Toretto's crew after creating the powerful God's Eye surveillance program.
  • A. Furious 7
    Furious 7 is a 2015 action film in the Fast & Furious franchise, known for its high-octane stunts and serving as Paul Walker’s final appearance in the series.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Fast & Furious 6
    Fast & Furious 6 is a 2013 action film in the Fast & Furious franchise that follows Dominic Toretto’s crew as they work with a federal agent to take down a skilled mercenary organization across Europe.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9a2aafc8190aa11d14852fa1599 completed April 7, 2026, 11:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7959b6c2c819085b606280024c0f9 completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d799bd91e4819085fbd44d524aaf97 completed April 9, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69d79a6086fc8190ab8454a216dfda8c completed April 9, 2026, 12:24 p.m.
Created at: April 6, 2026, 12:04 p.m.