Triple

T10997039
Position Surface form Disambiguated ID Type / Status
Subject Jayma Mays E259899 entity
Predicate film P9968 FINISHED
Object Larry Gaye: Renegade Male Flight Attendant
Larry Gaye: Renegade Male Flight Attendant is a 2015 comedy film that parodies airline culture through the misadventures of an overconfident, rule-breaking male flight attendant.
E898785 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: Larry Gaye: Renegade Male Flight Attendant | Statement: [Jayma Mays, film, Larry Gaye: Renegade Male Flight Attendant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Gaye: Renegade Male Flight Attendant
Context triple: [Jayma Mays, film, Larry Gaye: Renegade Male Flight Attendant]
  • A. Joe Trippi
    Joe Trippi is an American political strategist and media consultant best known for pioneering online fundraising and digital organizing in Democratic campaigns, notably during Howard Dean’s 2004 presidential bid.
  • B. Daniel Stiepleman
    Daniel Stiepleman is an American screenwriter best known for writing the biographical legal drama film about Ruth Bader Ginsburg, "On the Basis of Sex."
  • C. Steve Yeager
    Steve Yeager is a former Major League Baseball catcher best known for his long tenure with the Los Angeles Dodgers and his standout performance in the early 1980s.
  • D. Wingo
    Wingo is a Colombian low-cost airline operating domestic and international flights across Latin America and the Caribbean.
  • E. Michael Blodgett
    Michael Blodgett was an American actor, screenwriter, and producer known for his work in film and television from the late 1960s onward.
  • 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: Larry Gaye: Renegade Male Flight Attendant
Triple: [Jayma Mays, film, Larry Gaye: Renegade Male Flight Attendant]
Generated description
Larry Gaye: Renegade Male Flight Attendant is a 2015 comedy film that parodies airline culture through the misadventures of an overconfident, rule-breaking male flight attendant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Gaye: Renegade Male Flight Attendant
Target entity description: Larry Gaye: Renegade Male Flight Attendant is a 2015 comedy film that parodies airline culture through the misadventures of an overconfident, rule-breaking male flight attendant.
  • A. Joe Trippi
    Joe Trippi is an American political strategist and media consultant best known for pioneering online fundraising and digital organizing in Democratic campaigns, notably during Howard Dean’s 2004 presidential bid.
  • B. Daniel Stiepleman
    Daniel Stiepleman is an American screenwriter best known for writing the biographical legal drama film about Ruth Bader Ginsburg, "On the Basis of Sex."
  • C. Steve Yeager
    Steve Yeager is a former Major League Baseball catcher best known for his long tenure with the Los Angeles Dodgers and his standout performance in the early 1980s.
  • D. Wingo
    Wingo is a Colombian low-cost airline operating domestic and international flights across Latin America and the Caribbean.
  • E. Michael Blodgett
    Michael Blodgett was an American actor, screenwriter, and producer known for his work in film and television from the late 1960s onward.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d796d20b448190958331705de3a9be completed April 9, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3452420c08190b9c91a9c8a807670 completed April 18, 2026, 8:47 a.m.
NEDg Description generation batch_69e3556fd3548190a33f04604be947cf completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e359508a388190a16d48a17015e13e completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:24 p.m.