Triple

T13456402
Position Surface form Disambiguated ID Type / Status
Subject Turkmenabat International Airport E311244 entity
Predicate operator P179 FINISHED
Object Turkmenhowayollary
Turkmenhowayollary is the state-owned national airline of Turkmenistan, providing domestic and international air transport services.
E1041541 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: Turkmenhowayollary | Statement: [Turkmenabat International Airport, operator, Turkmenhowayollary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Turkmenhowayollary
Context triple: [Turkmenabat International Airport, operator, Turkmenhowayollary]
  • A. Türkmenabat–Farap route
    The Türkmenabat–Farap route is a key roadway in Turkmenistan that links the city of Türkmenabat to the border area near Farap, facilitating regional and cross-border transport.
  • B. Turkmeneli
    Turkmeneli is a culturally distinct region in northern Iraq traditionally inhabited by the Iraqi Turkmen minority, known for its unique Turkmen heritage, language, and traditions.
  • C. Zhetysu
    Zhetysu is a historic region of Central Asia, largely in southeastern Kazakhstan, known for its fertile river valleys, including that of the Ili River, and its role as a crossroads on the Silk Road.
  • D. Bishkek–Osh highway
    The Bishkek–Osh highway is a major mountain road in Kyrgyzstan that links the capital Bishkek with the southern city of Osh, serving as one of the country’s most important transport arteries.
  • E. Bishkek–Karakol road
    The Bishkek–Karakol road is a major highway in Kyrgyzstan that connects the capital city Bishkek with the eastern city of Karakol along the northern shore of Lake Issyk-Kul.
  • 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: Turkmenhowayollary
Triple: [Turkmenabat International Airport, operator, Turkmenhowayollary]
Generated description
Turkmenhowayollary is the state-owned national airline of Turkmenistan, providing domestic and international air transport services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Turkmenhowayollary
Target entity description: Turkmenhowayollary is the state-owned national airline of Turkmenistan, providing domestic and international air transport services.
  • A. Türkmenabat–Farap route
    The Türkmenabat–Farap route is a key roadway in Turkmenistan that links the city of Türkmenabat to the border area near Farap, facilitating regional and cross-border transport.
  • B. Turkmeneli
    Turkmeneli is a culturally distinct region in northern Iraq traditionally inhabited by the Iraqi Turkmen minority, known for its unique Turkmen heritage, language, and traditions.
  • C. Zhetysu
    Zhetysu is a historic region of Central Asia, largely in southeastern Kazakhstan, known for its fertile river valleys, including that of the Ili River, and its role as a crossroads on the Silk Road.
  • D. Bishkek–Osh highway
    The Bishkek–Osh highway is a major mountain road in Kyrgyzstan that links the capital Bishkek with the southern city of Osh, serving as one of the country’s most important transport arteries.
  • E. Bishkek–Karakol road
    The Bishkek–Karakol road is a major highway in Kyrgyzstan that connects the capital city Bishkek with the eastern city of Karakol along the northern shore of Lake Issyk-Kul.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0a75008190a508060c85f73604 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7399e33008190b10c14f30ff0c0d2 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73e59f4d88190b13904a347072cdd completed May 3, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_69f73ece474c81909007cf1330a5b8c1 completed May 3, 2026, 12:25 p.m.
Created at: April 9, 2026, 9:41 p.m.