Triple

T2772165
Position Surface form Disambiguated ID Type / Status
Subject Suvarnabhumi Airport E61480 entity
Predicate operator P179 FINISHED
Object Airports of Thailand PCL
Airports of Thailand PCL is a state-controlled public company that manages and operates major international and domestic airports across Thailand.
E297267 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: Airports of Thailand PCL | Statement: [Suvarnabhumi Airport, operator, Airports of Thailand PCL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Airports of Thailand PCL
Context triple: [Suvarnabhumi Airport, operator, Airports of Thailand PCL]
  • A. Thai Airways International
    Thai Airways International is the flag carrier airline of Thailand, operating an extensive network of domestic and international flights from its main hub in Bangkok.
  • B. EVA Air
    EVA Air is a major Taiwanese international airline known for its extensive global route network, high service standards, and innovative themed flights such as its Hello Kitty jets.
  • C. Bamboo Airways
    Bamboo Airways is a Vietnamese airline known for operating domestic and international flights with a hybrid service model that blends low-cost and full-service features.
  • D. Mango Airlines
    Mango Airlines is a South African low-cost airline that operated domestic and regional flights as a budget subsidiary of South African Airways.
  • E. Cebu Pacific
    Cebu Pacific is a major low-cost airline based in the Philippines, known for operating extensive domestic and regional routes across Asia.
  • 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: Airports of Thailand PCL
Triple: [Suvarnabhumi Airport, operator, Airports of Thailand PCL]
Generated description
Airports of Thailand PCL is a state-controlled public company that manages and operates major international and domestic airports across Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Airports of Thailand PCL
Target entity description: Airports of Thailand PCL is a state-controlled public company that manages and operates major international and domestic airports across Thailand.
  • A. Thai Airways International
    Thai Airways International is the flag carrier airline of Thailand, operating an extensive network of domestic and international flights from its main hub in Bangkok.
  • B. EVA Air
    EVA Air is a major Taiwanese international airline known for its extensive global route network, high service standards, and innovative themed flights such as its Hello Kitty jets.
  • C. Bamboo Airways
    Bamboo Airways is a Vietnamese airline known for operating domestic and international flights with a hybrid service model that blends low-cost and full-service features.
  • D. Mango Airlines
    Mango Airlines is a South African low-cost airline that operated domestic and regional flights as a budget subsidiary of South African Airways.
  • E. Cebu Pacific
    Cebu Pacific is a major low-cost airline based in the Philippines, known for operating extensive domestic and regional routes across Asia.
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd6b9cc48190bd9f7d8d33fe1ec1 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc0528304819081ad54a945acd77a completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc1317a648190b8c7fb834a952a95 completed March 10, 2026, 6:58 a.m.
NED2 Entity disambiguation (via description) batch_69afc1a64e608190baadbf499e35e73e completed March 10, 2026, 7 a.m.
Created at: March 6, 2026, 9:57 p.m.