Triple

T1226464
Position Surface form Disambiguated ID Type / Status
Subject Adolfo Suárez Madrid–Barajas Airport E26337 entity
Predicate servesAsPrimaryHubFor P2958 FINISHED
Object Iberia’s Latin American network
Iberia’s Latin American network is the airline’s extensive set of routes linking Spain with major destinations across Latin America, centered on long-haul operations from Madrid.
E140787 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: Iberia’s Latin American network | Statement: [Adolfo Suárez Madrid–Barajas Airport, servesAsPrimaryHubFor, Iberia’s Latin American network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iberia’s Latin American network
Context triple: [Adolfo Suárez Madrid–Barajas Airport, servesAsPrimaryHubFor, Iberia’s Latin American network]
  • A. Iberia Maintenance
    Iberia Maintenance is the aircraft maintenance, repair, and overhaul (MRO) division of Iberia, providing technical services for the airline’s fleet and other carriers.
  • B. LATAM Airlines Group
    LATAM Airlines Group is a major Latin American airline holding company formed by the merger of LAN Airlines and TAM Airlines, operating an extensive network of domestic and international routes across the Americas and beyond.
  • C. Avianca
    Avianca is Colombia’s flagship airline and one of Latin America’s largest carriers, operating an extensive domestic and international route network.
  • D. Iberia Plus
    Iberia Plus is the loyalty program of Iberia Airlines that rewards members with points and benefits such as flight discounts, upgrades, and priority services.
  • E. Copa Airlines
    Copa Airlines is the flag carrier of Panama and a major Latin American airline known for its extensive route network centered on its hub in Panama City.
  • 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: Iberia’s Latin American network
Triple: [Adolfo Suárez Madrid–Barajas Airport, servesAsPrimaryHubFor, Iberia’s Latin American network]
Generated description
Iberia’s Latin American network is the airline’s extensive set of routes linking Spain with major destinations across Latin America, centered on long-haul operations from Madrid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iberia’s Latin American network
Target entity description: Iberia’s Latin American network is the airline’s extensive set of routes linking Spain with major destinations across Latin America, centered on long-haul operations from Madrid.
  • A. Iberia Maintenance
    Iberia Maintenance is the aircraft maintenance, repair, and overhaul (MRO) division of Iberia, providing technical services for the airline’s fleet and other carriers.
  • B. LATAM Airlines Group
    LATAM Airlines Group is a major Latin American airline holding company formed by the merger of LAN Airlines and TAM Airlines, operating an extensive network of domestic and international routes across the Americas and beyond.
  • C. Avianca
    Avianca is Colombia’s flagship airline and one of Latin America’s largest carriers, operating an extensive domestic and international route network.
  • D. Iberia Plus
    Iberia Plus is the loyalty program of Iberia Airlines that rewards members with points and benefits such as flight discounts, upgrades, and priority services.
  • E. Copa Airlines
    Copa Airlines is the flag carrier of Panama and a major Latin American airline known for its extensive route network centered on its hub in Panama City.
  • 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_69a49484688c8190a1bf285eb396a8b6 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be39908481908cca21aaf0828415 completed March 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8a0fcf508190be3668bd55f6f6d6 completed March 7, 2026, 8:26 p.m.
NEDg Description generation batch_69ac8ab214c48190a60c6604a67f9cf2 completed March 7, 2026, 8:29 p.m.
NED2 Entity disambiguation (via description) batch_69ac8b0db83c81909db3c501a435f1d1 completed March 7, 2026, 8:31 p.m.
Created at: March 1, 2026, 7:47 p.m.