Triple

T20160952
Position Surface form Disambiguated ID Type / Status
Subject Pushing Tin E491699 entity
Predicate portrayedBy P1507 FINISHED
Object Nick Falzone – John Cusack
Nick Falzone is the competitive and stressed air traffic controller played by John Cusack in the dark comedy film "Pushing Tin."
 E1414998 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: Nick Falzone – John Cusack | Statement: [Pushing Tin, portrayedBy, Nick Falzone – John Cusack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nick Falzone – John Cusack
Context triple: [Pushing Tin, portrayedBy, Nick Falzone – John Cusack]
  • A. Paul Giamatti as Mike Flaherty
    Paul Giamatti as Mike Flaherty is the lead performance in the film "Win Win," where he plays a struggling small-town lawyer and high school wrestling coach whose morally dubious decision upends his life.
  • B. Paul Cicero (Goodfellas)
    Paul Cicero is the powerful, low-key mob capo in Goodfellas who oversees and mentors Henry Hill within the Lucchese crime family.
  • C. Andy Falco
    Andy Falco is an American guitarist and vocalist best known as a member of the progressive bluegrass band The Infamous Stringdusters.
  • D. Jimmy Conway (Goodfellas)
    Jimmy Conway is a charismatic, ruthless Irish-American gangster and skilled heist organizer portrayed by Robert De Niro in Martin Scorsese’s film "Goodfellas."
  • E. John Fusco
    John Fusco is an American screenwriter and producer best known for writing Western-themed films such as "Young Guns" and creating the Netflix series "Marco Polo."
  • 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: Nick Falzone – John Cusack
Triple: [Pushing Tin, portrayedBy, Nick Falzone – John Cusack]
Generated description
Nick Falzone is the competitive and stressed air traffic controller played by John Cusack in the dark comedy film "Pushing Tin."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nick Falzone – John Cusack
Target entity description: Nick Falzone is the competitive and stressed air traffic controller played by John Cusack in the dark comedy film "Pushing Tin."
  • A. Paul Giamatti as Mike Flaherty
    Paul Giamatti as Mike Flaherty is the lead performance in the film "Win Win," where he plays a struggling small-town lawyer and high school wrestling coach whose morally dubious decision upends his life.
  • B. Paul Cicero (Goodfellas)
    Paul Cicero is the powerful, low-key mob capo in Goodfellas who oversees and mentors Henry Hill within the Lucchese crime family.
  • C. Andy Falco
    Andy Falco is an American guitarist and vocalist best known as a member of the progressive bluegrass band The Infamous Stringdusters.
  • D. Jimmy Conway (Goodfellas)
    Jimmy Conway is a charismatic, ruthless Irish-American gangster and skilled heist organizer portrayed by Robert De Niro in Martin Scorsese’s film "Goodfellas."
  • E. John Fusco
    John Fusco is an American screenwriter and producer best known for writing Western-themed films such as "Young Guns" and creating the Netflix series "Marco Polo."
  • 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_69da6266c6888190bc1a3ecf24814d34 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e667e43940819080f6a0b7331aaab0 completed April 20, 2026, 5:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08347b41d8819086bd36e5e04c69ad completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08359866c481908aa30ac61e18bcb0 completed May 16, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_6a08361f64a08190af3305685a50f001 completed May 16, 2026, 9:17 a.m.
Created at: April 11, 2026, 11:34 p.m.