Triple

T9854866
Position Surface form Disambiguated ID Type / Status
Subject Transporter 2 E239557 entity
Predicate character P662 FINISHED
Object Jack Billings
Jack Billings is a fictional character in the action film "Transporter 2," serving as one of the key figures in the movie's high-stakes kidnapping plot.
 E827129 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Jack Billings | Statement: [Transporter 2, character, Jack Billings]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jack Billings
Context triple: [Transporter 2, character, Jack Billings]
  • A. Kevin Leahy
    Kevin Leahy is a name shared by several notable individuals, including professionals in fields such as music, sports, and academia.
  • B. Jim Lenahan
    Jim Lenahan is a music video director best known for his work on Tom Petty's documentary-style concert film "Runnin' Down a Dream."
  • C. Bruce Palmer
    Bruce Palmer was a Canadian bassist best known as a founding member of Buffalo Springfield and an early collaborator with Neil Young.
  • D. Robin Yount
    Robin Yount is a Hall of Fame former Major League Baseball shortstop and center fielder who spent his entire 20-year career with the Milwaukee Brewers and won two American League MVP awards.
  • E. Ulric Ellerhusen
    Ulric Ellerhusen was a German-American sculptor known for his architectural sculpture and public monuments in the early 20th century United States.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jack Billings
Target entity description: Jack Billings is a fictional character in the action film "Transporter 2," serving as one of the key figures in the movie's high-stakes kidnapping plot.
  • A. Kevin Leahy
    Kevin Leahy is a name shared by several notable individuals, including professionals in fields such as music, sports, and academia.
  • B. Jim Lenahan
    Jim Lenahan is a music video director best known for his work on Tom Petty's documentary-style concert film "Runnin' Down a Dream."
  • C. Bruce Palmer
    Bruce Palmer was a Canadian bassist best known as a founding member of Buffalo Springfield and an early collaborator with Neil Young.
  • D. Robin Yount
    Robin Yount is a Hall of Fame former Major League Baseball shortstop and center fielder who spent his entire 20-year career with the Milwaukee Brewers and won two American League MVP awards.
  • E. Ulric Ellerhusen
    Ulric Ellerhusen was a German-American sculptor known for his architectural sculpture and public monuments in the early 20th century United States.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Jack Billings
Triple: [Transporter 2, character, Jack Billings]
Generated description
Jack Billings is a fictional character in the action film "Transporter 2," serving as one of the key figures in the movie's high-stakes kidnapping plot.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca84e4fdc08190a624425bcef98665 elicitation completed
NER batch_69cdb3960fb481909c90d6d6cafc6222 ner completed
NED1 batch_69d1e4349a50819084ee1fcd067a082b ned_source_triple completed
NED2 batch_69d1e8a411048190952eb859b67464c4 ned_description completed
NEDg batch_69d1e85570c08190b728c7420cb209c1 nedg completed
Created at: March 30, 2026, 8:34 p.m.