Triple
T2300672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shymkent |
E51721
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Shymkent International Airport
Shymkent International Airport is a major airport in southern Kazakhstan that serves the city of Shymkent with domestic and international flights.
|
E253856
|
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: Shymkent International Airport | Statement: [Shymkent, hasAirport, Shymkent International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shymkent International Airport Context triple: [Shymkent, hasAirport, Shymkent International Airport]
-
A.
Almaty International Airport
Almaty International Airport is the main international gateway and busiest airport in Kazakhstan, serving the city of Almaty and the surrounding region.
-
B.
Nursultan Nazarbayev International Airport
Nursultan Nazarbayev International Airport is the primary international airport serving Kazakhstan’s capital, Astana, and a major air hub in Central Asia.
-
C.
Tolmachevo Airport
Tolmachevo Airport is a major international airport in Novosibirsk, Russia, serving as a key air transport hub for Siberia and a primary base for several Russian airlines.
-
D.
Almaza Airport
Almaza Airport is a historic airfield in Cairo that served as the city's main airport before the opening of Cairo International Airport.
-
E.
Chinggis Khaan International Airport
Chinggis Khaan International Airport is the main international airport serving Mongolia and its capital city, 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: Shymkent International Airport Triple: [Shymkent, hasAirport, Shymkent International Airport]
Generated description
Shymkent International Airport is a major airport in southern Kazakhstan that serves the city of Shymkent with domestic and international flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shymkent International Airport Target entity description: Shymkent International Airport is a major airport in southern Kazakhstan that serves the city of Shymkent with domestic and international flights.
-
A.
Almaty International Airport
Almaty International Airport is the main international gateway and busiest airport in Kazakhstan, serving the city of Almaty and the surrounding region.
-
B.
Nursultan Nazarbayev International Airport
Nursultan Nazarbayev International Airport is the primary international airport serving Kazakhstan’s capital, Astana, and a major air hub in Central Asia.
-
C.
Tolmachevo Airport
Tolmachevo Airport is a major international airport in Novosibirsk, Russia, serving as a key air transport hub for Siberia and a primary base for several Russian airlines.
-
D.
Almaza Airport
Almaza Airport is a historic airfield in Cairo that served as the city's main airport before the opening of Cairo International Airport.
-
E.
Chinggis Khaan International Airport
Chinggis Khaan International Airport is the main international airport serving Mongolia and its capital city, 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5edc1348190a4d84606b1310711 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f2e338881908e09d19f469a59ce |
completed | March 9, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_69ae7fd78ee48190990fc7b5034b662b |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae80dadf208190913211329a40b4ee |
completed | March 9, 2026, 8:12 a.m. |
Created at: March 4, 2026, 7:49 p.m.