Triple

T9972739
Position Surface form Disambiguated ID Type / Status
Subject Frontier Group Holdings, Inc. E196247 entity
Predicate IATAAirlineOwned P12360 FINISHED
Object F9
F9 is the IATA airline code for Frontier Airlines, a U.S.-based ultra-low-cost carrier.
 E832282 NE FINISHED

How this triple was built (5 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: F9 | Statement: [Frontier Group Holdings, Inc., IATAAirlineOwned, F9]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: F9
Context triple: [Frontier Group Holdings, Inc., IATAAirlineOwned, F9]
  • A. F9
    F9 is the ninth main installment in the Fast & Furious film franchise, continuing the high-octane action saga of Dominic Toretto and his crew.
  • B. Fast & Furious 9
    Fast & Furious 9 is a 2021 action film in the Fast & Furious franchise that continues the high-octane saga of Dominic Toretto and his crew with gravity-defying stunts and family-centered drama.
  • C. Fury
    Fury is a 2014 World War II war film directed by David Ayer, starring Brad Pitt and Scott Eastwood, that follows a U.S. tank crew on a dangerous mission in Nazi Germany.
  • D. Fury
    Fury is a 1936 American crime drama film directed by Fritz Lang, often regarded as his first major Hollywood work and a powerful critique of mob justice.
  • E. Fury
    Fury is the nickname of Ottawa Fury FC, a professional soccer club based in Ottawa, Canada.
  • 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: F9
Triple: [Frontier Group Holdings, Inc., IATAAirlineOwned, F9]
Generated description
F9 is the IATA airline code for Frontier Airlines, a U.S.-based ultra-low-cost carrier.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: F9
Target entity description: F9 is the IATA airline code for Frontier Airlines, a U.S.-based ultra-low-cost carrier.
  • A. F9
    F9 is the ninth main installment in the Fast & Furious film franchise, continuing the high-octane action saga of Dominic Toretto and his crew.
  • B. Fast & Furious 9
    Fast & Furious 9 is a 2021 action film in the Fast & Furious franchise that continues the high-octane saga of Dominic Toretto and his crew with gravity-defying stunts and family-centered drama.
  • C. Fury
    Fury is a 2014 World War II war film directed by David Ayer, starring Brad Pitt and Scott Eastwood, that follows a U.S. tank crew on a dangerous mission in Nazi Germany.
  • D. Fury
    Fury is a 1936 American crime drama film directed by Fritz Lang, often regarded as his first major Hollywood work and a powerful critique of mob justice.
  • E. Fury
    Fury is the nickname of Ottawa Fury FC, a professional soccer club based in Ottawa, Canada.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: IATAAirlineOwned
Context triple: [Frontier Group Holdings, Inc., IATAAirlineOwned, F9]
  • A. airlineOwnershipType
    Indicates the type or nature of ownership relationship that exists between an airline and its owning entity.
  • B. ownsAirline
    Indicates that one entity has legal ownership or controlling interest in an airline company.
  • C. associatedWithIATAAirlineCode chosen
    Indicates that an entity is linked to or identified by a specific IATA airline code.
  • D. hasAirlines
    Indicates that one entity (such as an airport, city, or country) is served by or associated with one or more airline operators.
  • E. operatingAirlineIATACode
    Indicates the IATA airline code of the carrier that is actually operating the flight or air service.
  • F. None of above.

Provenance (6 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_69ca82eea2b88190a0e511d21a31f386 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb7bb03688190a3f4fc1988b8fafa completed April 2, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23dd3e47c819095fef68b9939ec19 completed April 5, 2026, 10:47 a.m.
NEDg Description generation batch_69d23eb2971c8190bcdbc31b4ef19816 completed April 5, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69d240d7b7e881909183d7c33bd8cb5b completed April 5, 2026, 11 a.m.
PD Predicate disambiguation batch_69cd1d9daa808190b413a1b9a1e929e2 completed April 1, 2026, 1:29 p.m.
Created at: March 30, 2026, 8:48 p.m.