Triple

T4763744
Position Surface form Disambiguated ID Type / Status
Subject They Drive by Night E105758 entity
Predicate mainCharacter P1183 FINISHED
Object Joe Fabrini
Joe Fabrini is a hard-driving, independent trucker whose struggles with work, loyalty, and ambition anchor the drama in the film "They Drive by Night."
 E507896 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: Joe Fabrini | Statement: [They Drive by Night, mainCharacter, Joe Fabrini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joe Fabrini
Context triple: [They Drive by Night, mainCharacter, Joe Fabrini]
  • A. Mark Fabiani
    Mark Fabiani is an American political strategist and crisis communications expert known for advising high-profile Democratic campaigns and public figures.
  • B. Danny Federici
    Danny Federici was an American keyboardist and accordionist best known as a founding member and longtime organ and keyboard player for Bruce Springsteen's E Street Band.
  • C. Tony Almeida
    Tony Almeida is a key fictional Counter Terrorist Unit agent in the television series "24," known for his complex loyalties and evolving role across multiple seasons.
  • D. Dan Iassogna
    Dan Iassogna is a veteran Major League Baseball umpire who has officiated numerous postseason games, including serving as crew chief in the World Series.
  • E. Richard Grieco
    Richard Grieco is an American actor and former fashion model best known for his roles in the TV series "21 Jump Street" and its spin-off "Booker," as well as various film and television appearances in the late 1980s and 1990s.
  • 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: Joe Fabrini
Triple: [They Drive by Night, mainCharacter, Joe Fabrini]
Generated description
Joe Fabrini is a hard-driving, independent trucker whose struggles with work, loyalty, and ambition anchor the drama in the film "They Drive by Night."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joe Fabrini
Target entity description: Joe Fabrini is a hard-driving, independent trucker whose struggles with work, loyalty, and ambition anchor the drama in the film "They Drive by Night."
  • A. Mark Fabiani
    Mark Fabiani is an American political strategist and crisis communications expert known for advising high-profile Democratic campaigns and public figures.
  • B. Danny Federici
    Danny Federici was an American keyboardist and accordionist best known as a founding member and longtime organ and keyboard player for Bruce Springsteen's E Street Band.
  • C. Tony Almeida
    Tony Almeida is a key fictional Counter Terrorist Unit agent in the television series "24," known for his complex loyalties and evolving role across multiple seasons.
  • D. Dan Iassogna
    Dan Iassogna is a veteran Major League Baseball umpire who has officiated numerous postseason games, including serving as crew chief in the World Series.
  • E. Richard Grieco
    Richard Grieco is an American actor and former fashion model best known for his roles in the TV series "21 Jump Street" and its spin-off "Booker," as well as various film and television appearances in the late 1980s and 1990s.
  • 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_69bd43f14cac819081c7c69803648211 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6530f0648190b76db9964471cfeb completed March 20, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06913b448190be47c002641abd34 completed March 21, 2026, 8:58 p.m.
NEDg Description generation batch_69bf0708405c81908429336ab1a836cd completed March 21, 2026, 9 p.m.
NED2 Entity disambiguation (via description) batch_69bf079d8584819091bb6b9204644971 completed March 21, 2026, 9:03 p.m.
Created at: March 20, 2026, 1:20 p.m.