Triple

T17715988
Position Surface form Disambiguated ID Type / Status
Subject AEROSKY E442200 entity
Predicate hasCallsignFormat P95036 FINISHED
Object "AEROSKY" followed by flight number
"AEROSKY" followed by a flight number is an airline radio callsign format used to identify specific AEROSKY flights in air traffic communications.
E1284441 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: "AEROSKY" followed by flight number | Statement: [AEROSKY, hasCallsignFormat, "AEROSKY" followed by flight number]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "AEROSKY" followed by flight number
Context triple: [AEROSKY, hasCallsignFormat, "AEROSKY" followed by flight number]
  • A. Originair
    Originair is a New Zealand regional airline operating domestic services, particularly within the lower North Island and surrounding regions.
  • B. ASKY Airlines
    ASKY Airlines is a West African regional airline based in Lomé, Togo, operating a network of routes across multiple countries in the region.
  • C. AeroDarat Services
    AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
  • D. Travel Air 5000
    The Travel Air 5000 was a late-1920s American high-wing monoplane airliner and mailplane known for its role in early commercial aviation and long-distance flights.
  • E. Aero
    Aero is a high-performance, sport-oriented trim level used by Saab for its 9-3 and other models, typically featuring more powerful engines and upgraded equipment.
  • 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: "AEROSKY" followed by flight number
Triple: [AEROSKY, hasCallsignFormat, "AEROSKY" followed by flight number]
Generated description
"AEROSKY" followed by a flight number is an airline radio callsign format used to identify specific AEROSKY flights in air traffic communications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "AEROSKY" followed by flight number
Target entity description: "AEROSKY" followed by a flight number is an airline radio callsign format used to identify specific AEROSKY flights in air traffic communications.
  • A. Originair
    Originair is a New Zealand regional airline operating domestic services, particularly within the lower North Island and surrounding regions.
  • B. ASKY Airlines
    ASKY Airlines is a West African regional airline based in Lomé, Togo, operating a network of routes across multiple countries in the region.
  • C. AeroDarat Services
    AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
  • D. Travel Air 5000
    The Travel Air 5000 was a late-1920s American high-wing monoplane airliner and mailplane known for its role in early commercial aviation and long-distance flights.
  • E. Aero
    Aero is a high-performance, sport-oriented trim level used by Saab for its 9-3 and other models, typically featuring more powerful engines and upgraded equipment.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCallsignFormat
Context triple: [AEROSKY, hasCallsignFormat, "AEROSKY" followed by flight number]
  • A. hasCallSignPrefix
    Indicates that an entity’s call sign begins with a specified prefix.
  • B. associatedWithCallSignFormat chosen
    Indicates a relationship where something is linked to, or uses, a particular call sign format.
  • C. hasCallsignPrefixRole
    Indicates that an entity has a specific role associated with a given callsign prefix.
  • D. hasCallsignCompanion
    Indicates that one entity serves as a companion or associated partner to another entity’s callsign.
  • E. callsign
    Indicates that an entity is assigned or uses a specific radio or identification callsign as its designated identifier in communication contexts.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47480955481908fa0d3d34aaedd48 completed April 19, 2026, 6:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a023029aa808190bfacd42036a2f673 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a0231835c748190b6908d6ddb5f25b4 completed May 11, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_6a0232033f788190b0be2d3976ed57e4 completed May 11, 2026, 7:46 p.m.
PD Predicate disambiguation batch_69e3cde601d4819097903f471f1fe99a completed April 18, 2026, 6:31 p.m.
Created at: April 10, 2026, 10:06 a.m.