Triple
T13456403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turkmenabat International Airport |
E311244
|
entity |
| Predicate | servesAsHubFor |
P423
|
FINISHED |
| Object |
Turkmenistan Airlines
Turkmenistan Airlines is the state-owned flag carrier of Turkmenistan, operating domestic and international passenger flights primarily from Ashgabat and regional hubs.
|
E1041542
|
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: Turkmenistan Airlines | Statement: [Turkmenabat International Airport, servesAsHubFor, Turkmenistan Airlines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turkmenistan Airlines Context triple: [Turkmenabat International Airport, servesAsHubFor, Turkmenistan Airlines]
-
A.
Qazaq Air
Qazaq Air is a regional airline of Kazakhstan that operates domestic routes connecting major cities and remote regions across the country.
-
B.
Caspian Airlines
Caspian Airlines is an Iranian passenger airline operating domestic and regional flights, with a primary hub at Tehran Imam Khomeini International Airport.
-
C.
Alia Airlines
Alia Airlines was the original name of Royal Jordanian, the flag carrier airline of Jordan.
-
D.
Air Astana
Air Astana is the flag carrier airline of Kazakhstan, operating domestic and international flights primarily from its main bases in Astana and Almaty.
-
E.
Hunnu Air
Hunnu Air is a Mongolian airline that operates domestic and regional international flights, primarily serving as a key carrier based in Ulaanbaatar.
- 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: Turkmenistan Airlines Triple: [Turkmenabat International Airport, servesAsHubFor, Turkmenistan Airlines]
Generated description
Turkmenistan Airlines is the state-owned flag carrier of Turkmenistan, operating domestic and international passenger flights primarily from Ashgabat and regional hubs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turkmenistan Airlines Target entity description: Turkmenistan Airlines is the state-owned flag carrier of Turkmenistan, operating domestic and international passenger flights primarily from Ashgabat and regional hubs.
-
A.
Qazaq Air
Qazaq Air is a regional airline of Kazakhstan that operates domestic routes connecting major cities and remote regions across the country.
-
B.
Caspian Airlines
Caspian Airlines is an Iranian passenger airline operating domestic and regional flights, with a primary hub at Tehran Imam Khomeini International Airport.
-
C.
Alia Airlines
Alia Airlines was the original name of Royal Jordanian, the flag carrier airline of Jordan.
-
D.
Air Astana
Air Astana is the flag carrier airline of Kazakhstan, operating domestic and international flights primarily from its main bases in Astana and Almaty.
-
E.
Hunnu Air
Hunnu Air is a Mongolian airline that operates domestic and regional international flights, primarily serving as a key carrier based in Ulaanbaatar.
- 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.