Triple

T9972725
Position Surface form Disambiguated ID Type / Status
Subject Frontier Group Holdings, Inc. E196247 entity
Predicate tickerSymbol P1447 FINISHED
Object ULCC
ULCC is the stock ticker symbol for Frontier Group Holdings, Inc., the ultra-low-cost U.S. airline operator of Frontier Airlines.
 E832281 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: ULCC | Statement: [Frontier Group Holdings, Inc., tickerSymbol, ULCC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ULCC
Context triple: [Frontier Group Holdings, Inc., tickerSymbol, ULCC]
  • A. LLU
    LLU is the vehicle registration code assigned to the town of Kock in Poland.
  • B. UL
    UL is the vehicle registration code used on license plates for the city of Ulm in Germany.
  • C. UL
    UL is the two-letter IATA airline designator assigned to SriLankan Airlines, the flag carrier of Sri Lanka.
  • D. UL
    UL is the New York Stock Exchange ticker symbol for Unilever, a major multinational consumer goods company known for its food, personal care, and household products.
  • E. UL
    UL is the vehicle registration code for the district that includes the municipality of Lauterach in Austria.
  • 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: ULCC
Triple: [Frontier Group Holdings, Inc., tickerSymbol, ULCC]
Generated description
ULCC is the stock ticker symbol for Frontier Group Holdings, Inc., the ultra-low-cost U.S. airline operator of Frontier Airlines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ULCC
Target entity description: ULCC is the stock ticker symbol for Frontier Group Holdings, Inc., the ultra-low-cost U.S. airline operator of Frontier Airlines.
  • A. LLU
    LLU is the vehicle registration code assigned to the town of Kock in Poland.
  • B. UL
    UL is the vehicle registration code used on license plates for the city of Ulm in Germany.
  • C. UL
    UL is the two-letter IATA airline designator assigned to SriLankan Airlines, the flag carrier of Sri Lanka.
  • D. UL
    UL is the New York Stock Exchange ticker symbol for Unilever, a major multinational consumer goods company known for its food, personal care, and household products.
  • E. UL
    UL is the vehicle registration code for the district that includes the municipality of Lauterach in Austria.
  • 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_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.
Created at: March 30, 2026, 8:48 p.m.