Triple

T16058565
Position Surface form Disambiguated ID Type / Status
Subject FlyFirefly Sdn Bhd E389546 entity
Predicate IATA airline designator P12360 FINISHED
Object FY
FY is the IATA airline code for Firefly, a Malaysian regional airline operating short-haul flights primarily within Southeast Asia.
 E1193410 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: FY | Statement: [FlyFirefly Sdn Bhd, IATA airline designator, FY]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FY
Context triple: [FlyFirefly Sdn Bhd, IATA airline designator, FY]
  • A. FY
    FY is a UK postcode area covering parts of the Fylde coast in Lancashire, including towns such as Blackpool and Thornton-Cleveleys.
  • B. FYV
    FYV is the IATA airport code for Drake Field, a public airport serving Fayetteville, Arkansas.
  • C. FAY
    FAY is the three-letter FAA airport code for Fayetteville Regional Airport serving Fayetteville, North Carolina.
  • D. FA
    FA is the governing body of association football in England, responsible for overseeing the national teams, competitions, and the rules of the game within the country.
  • E. FA
    FA is a Chilean left-wing political coalition known for uniting various progressive parties and movements to challenge the country’s traditional political blocs.
  • 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: FY
Triple: [FlyFirefly Sdn Bhd, IATA airline designator, FY]
Generated description
FY is the IATA airline code for Firefly, a Malaysian regional airline operating short-haul flights primarily within Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FY
Target entity description: FY is the IATA airline code for Firefly, a Malaysian regional airline operating short-haul flights primarily within Southeast Asia.
  • A. FY
    FY is a UK postcode area covering parts of the Fylde coast in Lancashire, including towns such as Blackpool and Thornton-Cleveleys.
  • B. FYV
    FYV is the IATA airport code for Drake Field, a public airport serving Fayetteville, Arkansas.
  • C. FAY
    FAY is the three-letter FAA airport code for Fayetteville Regional Airport serving Fayetteville, North Carolina.
  • D. FA
    FA is the governing body of association football in England, responsible for overseeing the national teams, competitions, and the rules of the game within the country.
  • E. FA
    FA is a Chilean left-wing political coalition known for uniting various progressive parties and movements to challenge the country’s traditional political blocs.
  • 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1837634248190a99cc454ad1e99e0 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe47a92608190993fe7f2c5957019 completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe5ced2dc8190922b910d1a6c08d3 completed May 10, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_69ffe687c204819092a4a8de0b9d624d completed May 10, 2026, 1:59 a.m.
Created at: April 10, 2026, 4:57 a.m.