Triple

T8515413
Position Surface form Disambiguated ID Type / Status
Subject Joe Pantoliano E201559 entity
Predicate characterRole P268 FINISHED
Object Guido in Risky Business
Guido in Risky Business is the slick, streetwise pimp who entangles Tom Cruise’s character in the film’s escalating world of illicit business and danger.
 E738819 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: Guido in Risky Business | Statement: [Joe Pantoliano, characterRole, Guido in Risky Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guido in Risky Business
Context triple: [Joe Pantoliano, characterRole, Guido in Risky Business]
  • A. Mr. Las Vegas
    Mr. Las Vegas is the famous nickname of American singer and entertainer Wayne Newton, renowned for his long-running headliner performances in Las Vegas.
  • B. Mr. Vegas
    Mr. Vegas is a Jamaican dancehall and reggae singer known for hits like "Heads High" and "Hot Wuk" and for his energetic, melodic deejay style.
  • C. Mr. Nice
    Mr. Nice is a 2010 biographical crime film in which Rhys Ifans portrays real-life Welsh drug smuggler Howard Marks.
  • D. The Good Guy
    "The Good Guy" is a 2009 romantic dramedy film about the complexities of modern relationships and Wall Street culture, starring Trini Alvarado among its cast.
  • E. Wiseguy
    Wiseguy is a true-crime book by Nicholas Pileggi that chronicles the life of mob associate Henry Hill and the inner workings of the American Mafia.
  • 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: Guido in Risky Business
Triple: [Joe Pantoliano, characterRole, Guido in Risky Business]
Generated description
Guido in Risky Business is the slick, streetwise pimp who entangles Tom Cruise’s character in the film’s escalating world of illicit business and danger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guido in Risky Business
Target entity description: Guido in Risky Business is the slick, streetwise pimp who entangles Tom Cruise’s character in the film’s escalating world of illicit business and danger.
  • A. Mr. Las Vegas
    Mr. Las Vegas is the famous nickname of American singer and entertainer Wayne Newton, renowned for his long-running headliner performances in Las Vegas.
  • B. Mr. Vegas
    Mr. Vegas is a Jamaican dancehall and reggae singer known for hits like "Heads High" and "Hot Wuk" and for his energetic, melodic deejay style.
  • C. Mr. Nice
    Mr. Nice is a 2010 biographical crime film in which Rhys Ifans portrays real-life Welsh drug smuggler Howard Marks.
  • D. The Good Guy
    "The Good Guy" is a 2009 romantic dramedy film about the complexities of modern relationships and Wall Street culture, starring Trini Alvarado among its cast.
  • E. Wiseguy
    Wiseguy is a true-crime book by Nicholas Pileggi that chronicles the life of mob associate Henry Hill and the inner workings of the American Mafia.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60f37b0819082ae14e539f57b56 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e5dbb3c81909157e6b04a4956af completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.