Triple
T2795085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aktobe |
E53016
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Aktobe International Airport
Aktobe International Airport is a regional airport in Aktobe, Kazakhstan, providing domestic and limited international passenger and cargo services.
|
E299422
|
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: Aktobe International Airport | Statement: [Aktobe, hasAirport, Aktobe International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aktobe International Airport Context triple: [Aktobe, hasAirport, Aktobe 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.
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.
-
C.
Sary-Arka Airport
Sary-Arka Airport is the main international airport serving the city of Karaganda in central Kazakhstan.
-
D.
Nadym Airport
Nadym Airport is a regional airport in Nadym, Russia, primarily serving as a key base for operations in the Yamalo-Nenets Autonomous Okrug.
-
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: Aktobe International Airport Triple: [Aktobe, hasAirport, Aktobe International Airport]
Generated description
Aktobe International Airport is a regional airport in Aktobe, Kazakhstan, providing domestic and limited international passenger and cargo services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aktobe International Airport Target entity description: Aktobe International Airport is a regional airport in Aktobe, Kazakhstan, providing domestic and limited international passenger and cargo services.
-
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.
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.
-
C.
Sary-Arka Airport
Sary-Arka Airport is the main international airport serving the city of Karaganda in central Kazakhstan.
-
D.
Nadym Airport
Nadym Airport is a regional airport in Nadym, Russia, primarily serving as a key base for operations in the Yamalo-Nenets Autonomous Okrug.
-
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_69ab495a90788190941b6917e1eca3a6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abddd48bcc819083f4ec59d66f0ece |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6618fb88190a653ae0d15e1a0d4 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6d485d88190b281abec460ff24d |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc7527b708190b8adffb18ceb4c82 |
completed | March 10, 2026, 7:25 a.m. |
Created at: March 6, 2026, 9:58 p.m.