Triple
T10617093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atyrau |
E276148
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Atyrau International Airport
Atyrau International Airport is the main air gateway serving the city of Atyrau in western Kazakhstan, handling both domestic and international flights.
|
E876088
|
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: Atyrau International Airport | Statement: [Atyrau, hasAirport, Atyrau International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atyrau International Airport Context triple: [Atyrau, hasAirport, Atyrau International Airport]
-
A.
Shymkent International Airport
Shymkent International Airport is a major airport in southern Kazakhstan that serves the city of Shymkent with domestic and international flights.
-
B.
Namangan Airport
Namangan Airport is a regional public airport serving the city of Namangan in eastern Uzbekistan, handling domestic and limited international flights.
-
C.
Sary-Arka Airport
Sary-Arka Airport is the main international airport serving the city of Karaganda in central Kazakhstan.
-
D.
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.
-
E.
Andijan Airport
Andijan Airport is a regional public airport serving the city of Andijan in eastern Uzbekistan, handling domestic flights and limited international services.
- 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: Atyrau International Airport Triple: [Atyrau, hasAirport, Atyrau International Airport]
Generated description
Atyrau International Airport is the main air gateway serving the city of Atyrau in western Kazakhstan, handling both domestic and international flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atyrau International Airport Target entity description: Atyrau International Airport is the main air gateway serving the city of Atyrau in western Kazakhstan, handling both domestic and international flights.
-
A.
Shymkent International Airport
Shymkent International Airport is a major airport in southern Kazakhstan that serves the city of Shymkent with domestic and international flights.
-
B.
Namangan Airport
Namangan Airport is a regional public airport serving the city of Namangan in eastern Uzbekistan, handling domestic and limited international flights.
-
C.
Sary-Arka Airport
Sary-Arka Airport is the main international airport serving the city of Karaganda in central Kazakhstan.
-
D.
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.
-
E.
Andijan Airport
Andijan Airport is a regional public airport serving the city of Andijan in eastern Uzbekistan, handling domestic flights and limited international services.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6df6e2df4819099a19b59d90d0dd1 |
completed | April 8, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d96b7bb7108190b0f1cbe4117abec0 |
completed | April 10, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69d96dee84f48190bf5b0cb1115a8bba |
completed | April 10, 2026, 9:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9708824208190acf75933962d690f |
completed | April 10, 2026, 9:50 p.m. |
Created at: April 8, 2026, 7:33 p.m.