Triple

T7676871
Position Surface form Disambiguated ID Type / Status
Subject Mae Sot Airport E173882 entity
Predicate operator P179 FINISHED
Object Department of Airports (Thailand)
The Department of Airports (Thailand) is a Thai government agency responsible for managing and operating numerous regional and domestic airports across the country.
 E680723 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: Department of Airports (Thailand) | Statement: [Mae Sot Airport, operator, Department of Airports (Thailand)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Airports (Thailand)
Context triple: [Mae Sot Airport, operator, Department of Airports (Thailand)]
  • A. 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.
  • B. General Directorate of State Airports Authority
    The General Directorate of State Airports Authority is Turkey’s national aviation authority responsible for operating and managing the country’s major airports and air navigation services.
  • C. Don Mueang International Airport
    Don Mueang International Airport is one of Bangkok’s main airports and a major hub for low-cost carriers serving domestic and regional flights in Thailand and Southeast Asia.
  • D. Nakhon Si Thammarat Airport
    Nakhon Si Thammarat Airport is a regional domestic airport in southern Thailand serving the city and province of Nakhon Si Thammarat.
  • E. Hat Yai International Airport
    Hat Yai International Airport is a major international and domestic air gateway serving the city of Hat Yai and the wider southern region of Thailand.
  • 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: Department of Airports (Thailand)
Triple: [Mae Sot Airport, operator, Department of Airports (Thailand)]
Generated description
The Department of Airports (Thailand) is a Thai government agency responsible for managing and operating numerous regional and domestic airports across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Department of Airports (Thailand)
Target entity description: The Department of Airports (Thailand) is a Thai government agency responsible for managing and operating numerous regional and domestic airports across the country.
  • A. 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.
  • B. General Directorate of State Airports Authority
    The General Directorate of State Airports Authority is Turkey’s national aviation authority responsible for operating and managing the country’s major airports and air navigation services.
  • C. Don Mueang International Airport
    Don Mueang International Airport is one of Bangkok’s main airports and a major hub for low-cost carriers serving domestic and regional flights in Thailand and Southeast Asia.
  • D. Nakhon Si Thammarat Airport
    Nakhon Si Thammarat Airport is a regional domestic airport in southern Thailand serving the city and province of Nakhon Si Thammarat.
  • E. Hat Yai International Airport
    Hat Yai International Airport is a major international and domestic air gateway serving the city of Hat Yai and the wider southern region of Thailand.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701fbb4788190adf1e2d39be358c1 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a240057081908826a5371ef5215b completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a2d073b08190a056e23cfdf13983 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a37fabe481908c7da8a5d71a3f1c completed March 29, 2026, 3:58 a.m.
Created at: March 27, 2026, 4:01 p.m.