Triple

T661314
Position Surface form Disambiguated ID Type / Status
Subject Groupe ADP E11760 entity
Predicate hasSubsidiary P254 FINISHED
Object TAV Airports (stakeholder)
TAV Airports is a major Turkish airport operator and services company managing and developing airports primarily in Turkey and other international markets.
 E82675 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: TAV Airports (stakeholder) | Statement: [Groupe ADP, hasSubsidiary, TAV Airports (stakeholder)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TAV Airports (stakeholder)
Context triple: [Groupe ADP, hasSubsidiary, TAV Airports (stakeholder)]
  • A. Aerostar Airport Holdings
    Aerostar Airport Holdings is a private company that manages and operates airport facilities, most notably Puerto Rico’s Luis Muñoz Marín International Airport, under a long-term public-private partnership.
  • B. UTair Aviation
    UTair Aviation is a Russian airline headquartered in Khanty-Mansiysk that operates domestic and regional flights, as well as some international services, with a major presence in western Siberia.
  • C. Grupo Aeroportuario del Pacífico
    Grupo Aeroportuario del Pacífico is a major Mexican airport operator that manages a network of key airports across the Pacific region of Mexico and parts of the United States.
  • D. Osaka International Airport Terminal Co., Ltd.
    Osaka International Airport Terminal Co., Ltd. is the company responsible for managing and operating the passenger terminal facilities and related services at Osaka International Airport in Japan.
  • E. Aeropuerto T2
    Aeropuerto T2 is a Metrobús station in Mexico City that serves Terminal 2 of the city’s international airport.
  • 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: TAV Airports (stakeholder)
Triple: [Groupe ADP, hasSubsidiary, TAV Airports (stakeholder)]
Generated description
TAV Airports is a major Turkish airport operator and services company managing and developing airports primarily in Turkey and other international markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TAV Airports (stakeholder)
Target entity description: TAV Airports is a major Turkish airport operator and services company managing and developing airports primarily in Turkey and other international markets.
  • A. Aerostar Airport Holdings
    Aerostar Airport Holdings is a private company that manages and operates airport facilities, most notably Puerto Rico’s Luis Muñoz Marín International Airport, under a long-term public-private partnership.
  • B. UTair Aviation
    UTair Aviation is a Russian airline headquartered in Khanty-Mansiysk that operates domestic and regional flights, as well as some international services, with a major presence in western Siberia.
  • C. Grupo Aeroportuario del Pacífico
    Grupo Aeroportuario del Pacífico is a major Mexican airport operator that manages a network of key airports across the Pacific region of Mexico and parts of the United States.
  • D. Osaka International Airport Terminal Co., Ltd.
    Osaka International Airport Terminal Co., Ltd. is the company responsible for managing and operating the passenger terminal facilities and related services at Osaka International Airport in Japan.
  • E. Aeropuerto T2
    Aeropuerto T2 is a Metrobús station in Mexico City that serves Terminal 2 of the city’s international airport.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fa954988190841740a587ace466 completed March 1, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3963c588190b7116f3f7aad2687 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c47442188190b26b31f2901478a1 completed March 2, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce7f2b6881909f6c657f8b9c5347 completed March 2, 2026, 5:53 p.m.
Created at: March 1, 2026, 7:36 p.m.