Triple

T433901
Position Surface form Disambiguated ID Type / Status
Subject Leonardo DiCaprio E9770 entity
Predicate portrayed P1668 FINISHED
Object Billy Costigan
Billy Costigan is the undercover Massachusetts State Police officer infiltrating the Irish mob in Martin Scorsese’s crime thriller film "The Departed."
E54685 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: Billy Costigan | Statement: [Leonardo DiCaprio, portrayed, Billy Costigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Costigan
Context triple: [Leonardo DiCaprio, portrayed, Billy Costigan]
  • A. Jon Lomberg
    Jon Lomberg is an American space artist and science communicator best known for his close collaboration with Carl Sagan and his major role in designing the visual and artistic elements of NASA’s interstellar messages, including the Voyager Golden Record.
  • B. Jim James
    Jim James is an American singer, songwriter, and guitarist best known as the frontman of the rock band My Morning Jacket.
  • C. Tom Morello
    Tom Morello is an American guitarist, songwriter, and political activist best known as the innovative, effects-driven lead guitarist of Rage Against the Machine and Audioslave.
  • D. Brian Bilello
    Brian Bilello is an American soccer executive best known for leading Major League Soccer’s New England Revolution as the club’s president.
  • E. Don Maynard
    Don Maynard was a Hall of Fame American football wide receiver best known as Joe Namath’s primary deep threat and a key offensive star for the New York Jets during the 1960s.
  • 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: Billy Costigan
Triple: [Leonardo DiCaprio, portrayed, Billy Costigan]
Generated description
Billy Costigan is the undercover Massachusetts State Police officer infiltrating the Irish mob in Martin Scorsese’s crime thriller film "The Departed."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Costigan
Target entity description: Billy Costigan is the undercover Massachusetts State Police officer infiltrating the Irish mob in Martin Scorsese’s crime thriller film "The Departed."
  • A. Jon Lomberg
    Jon Lomberg is an American space artist and science communicator best known for his close collaboration with Carl Sagan and his major role in designing the visual and artistic elements of NASA’s interstellar messages, including the Voyager Golden Record.
  • B. Jim James
    Jim James is an American singer, songwriter, and guitarist best known as the frontman of the rock band My Morning Jacket.
  • C. Tom Morello
    Tom Morello is an American guitarist, songwriter, and political activist best known as the innovative, effects-driven lead guitarist of Rage Against the Machine and Audioslave.
  • D. Brian Bilello
    Brian Bilello is an American soccer executive best known for leading Major League Soccer’s New England Revolution as the club’s president.
  • E. Don Maynard
    Don Maynard was a Hall of Fame American football wide receiver best known as Joe Namath’s primary deep threat and a key offensive star for the New York Jets during the 1960s.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ef0a008c8190ae0aa25e4df9c35f completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a431e541108190b0d7f3f34f7b32c7 completed March 1, 2026, 12:32 p.m.
NEDg Description generation batch_69a4325f970c8190b2c64b39321b6d6f completed March 1, 2026, 12:34 p.m.
NED2 Entity disambiguation (via description) batch_69a433663f608190a09c4e600bf53a57 completed March 1, 2026, 12:39 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.