Triple

T654491
Position Surface form Disambiguated ID Type / Status
Subject Charles Roven E11616 entity
Predicate notableWork P4 FINISHED
Object American Hustle
American Hustle is a 2013 crime comedy-drama film directed by David O. Russell, loosely based on the FBI ABSCAM operation and known for its ensemble cast and 1970s setting.
E81987 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: American Hustle | Statement: [Charles Roven, notableWork, American Hustle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Hustle
Context triple: [Charles Roven, notableWork, American Hustle]
  • A. The Wolf of Wall Street
    The Wolf of Wall Street is a 2013 biographical black comedy film directed by Martin Scorsese that chronicles stockbroker Jordan Belfort’s rise and fall amid rampant Wall Street corruption and excess.
  • B. American Gangster
    American Gangster is a 2007 crime drama film starring Denzel Washington and Russell Crowe that chronicles the rise and fall of Harlem drug lord Frank Lucas in 1970s New York City.
  • C. Silver Linings Playbook
    Silver Linings Playbook is a 2012 romantic comedy-drama film directed by David O. Russell, known for its blend of offbeat humor and mental health themes and for earning Jennifer Lawrence an Academy Award for Best Actress.
  • D. Body of Lies
    Body of Lies is a 2008 espionage thriller film directed by Ridley Scott, following a CIA operative’s complex mission to track down a terrorist leader in the Middle East.
  • E. Bugsy
    Bugsy was the notorious American mobster Benjamin Siegel, a key figure in the development of Las Vegas and organized crime in the early 20th century.
  • 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: American Hustle
Triple: [Charles Roven, notableWork, American Hustle]
Generated description
American Hustle is a 2013 crime comedy-drama film directed by David O. Russell, loosely based on the FBI ABSCAM operation and known for its ensemble cast and 1970s setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Hustle
Target entity description: American Hustle is a 2013 crime comedy-drama film directed by David O. Russell, loosely based on the FBI ABSCAM operation and known for its ensemble cast and 1970s setting.
  • A. The Wolf of Wall Street
    The Wolf of Wall Street is a 2013 biographical black comedy film directed by Martin Scorsese that chronicles stockbroker Jordan Belfort’s rise and fall amid rampant Wall Street corruption and excess.
  • B. American Gangster
    American Gangster is a 2007 crime drama film starring Denzel Washington and Russell Crowe that chronicles the rise and fall of Harlem drug lord Frank Lucas in 1970s New York City.
  • C. Silver Linings Playbook
    Silver Linings Playbook is a 2012 romantic comedy-drama film directed by David O. Russell, known for its blend of offbeat humor and mental health themes and for earning Jennifer Lawrence an Academy Award for Best Actress.
  • D. Body of Lies
    Body of Lies is a 2008 espionage thriller film directed by Ridley Scott, following a CIA operative’s complex mission to track down a terrorist leader in the Middle East.
  • E. Bugsy
    Bugsy was the notorious American mobster Benjamin Siegel, a key figure in the development of Las Vegas and organized crime in the early 20th century.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f4bb5b881908a18b5ec1c94e0cf completed March 1, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a591486b708190b0191e958c6c8851 completed March 2, 2026, 1:31 p.m.
NEDg Description generation batch_69a592095c7881909c7bdeb5ac5a2cdd completed March 2, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a595bf289c8190971799c6942f29e3 completed March 2, 2026, 1:50 p.m.
Created at: March 1, 2026, 7:36 p.m.