Triple

T4230756
Position Surface form Disambiguated ID Type / Status
Subject Mactan–Cebu International Airport E94573 entity
Predicate operator P179 FINISHED
Object GMR–Megawide Cebu Airport Corporation
GMR–Megawide Cebu Airport Corporation is a Philippine-Indian joint venture company responsible for the development, management, and modernization of Mactan–Cebu International Airport.
 E421659 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: GMR–Megawide Cebu Airport Corporation | Statement: [Mactan–Cebu International Airport, operator, GMR–Megawide Cebu Airport Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GMR–Megawide Cebu Airport Corporation
Context triple: [Mactan–Cebu International Airport, operator, GMR–Megawide Cebu Airport Corporation]
  • A. Megaworld Corporation
    Megaworld Corporation is a major Philippine real estate company known for pioneering large-scale mixed-use township developments that integrate residential, commercial, and office spaces.
  • B. Cebu Pacific
    Cebu Pacific is a major low-cost airline based in the Philippines, known for operating extensive domestic and regional routes across Asia.
  • C. Malaysia Airports Holdings Berhad
    Malaysia Airports Holdings Berhad is a Malaysian airport operator that manages and maintains most of the country’s major airports, including both domestic and international hubs.
  • D. Araneta Group
    Araneta Group is a major Philippine conglomerate best known for its real estate, commercial, and entertainment developments, including the landmark Araneta City complex in Quezon City.
  • E. Malaysia Aviation Group
    Malaysia Aviation Group is a Malaysian state-owned aviation holding company that oversees Malaysia Airlines and several related aviation and travel businesses.
  • 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: GMR–Megawide Cebu Airport Corporation
Triple: [Mactan–Cebu International Airport, operator, GMR–Megawide Cebu Airport Corporation]
Generated description
GMR–Megawide Cebu Airport Corporation is a Philippine-Indian joint venture company responsible for the development, management, and modernization of Mactan–Cebu International Airport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GMR–Megawide Cebu Airport Corporation
Target entity description: GMR–Megawide Cebu Airport Corporation is a Philippine-Indian joint venture company responsible for the development, management, and modernization of Mactan–Cebu International Airport.
  • A. Megaworld Corporation
    Megaworld Corporation is a major Philippine real estate company known for pioneering large-scale mixed-use township developments that integrate residential, commercial, and office spaces.
  • B. Cebu Pacific
    Cebu Pacific is a major low-cost airline based in the Philippines, known for operating extensive domestic and regional routes across Asia.
  • C. Malaysia Airports Holdings Berhad
    Malaysia Airports Holdings Berhad is a Malaysian airport operator that manages and maintains most of the country’s major airports, including both domestic and international hubs.
  • D. Araneta Group
    Araneta Group is a major Philippine conglomerate best known for its real estate, commercial, and entertainment developments, including the landmark Araneta City complex in Quezon City.
  • E. Malaysia Aviation Group
    Malaysia Aviation Group is a Malaysian state-owned aviation holding company that oversees Malaysia Airlines and several related aviation and travel businesses.
  • 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_69b3453700a08190ae88792e3dc63207 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e62e3c881909ffb9269ba9018b9 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5964f364881908c53cd46af6b1e98 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b59731052881908d9358dc629a4018 completed March 14, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69b597c529a08190bbf2af92bfef1aa2 completed March 14, 2026, 5:15 p.m.
Created at: March 12, 2026, 11:05 p.m.