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

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

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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3960fb481909c90d6d6cafc6222 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e4349a50819084ee1fcd067a082b completed April 5, 2026, 4:25 a.m.
NEDg Description generation batch_69d1e85570c08190b728c7420cb209c1 completed April 5, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69d1e8a411048190952eb859b67464c4 completed April 5, 2026, 4:44 a.m.
Created at: March 30, 2026, 8:34 p.m.