Triple
T2960359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balkanabat |
E80031
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Balkanabat Airport
Balkanabat Airport is a regional public airport serving the city of Balkanabat in western Turkmenistan.
|
E313888
|
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: Balkanabat Airport | Statement: [Balkanabat, hasAirport, Balkanabat Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balkanabat Airport Context triple: [Balkanabat, hasAirport, Balkanabat Airport]
-
A.
Turkmenabat International Airport
Turkmenabat International Airport is a major airport in Turkmenistan that serves the city of Turkmenabat and the surrounding Lebap Region with domestic and limited international flights.
-
B.
Oğuzeli Airport
Oğuzeli Airport is the main public airport serving the city and province of Gaziantep in southeastern Turkey.
-
C.
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.
-
D.
Sofia Airport
Sofia Airport is the main international airport serving Bulgaria’s capital city, Sofia, and one of the country’s busiest air transport hubs.
-
E.
Pristina International Airport
Pristina International Airport is the main international airport serving Kosovo, handling the majority of the country's passenger and air cargo traffic.
- 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: Balkanabat Airport Triple: [Balkanabat, hasAirport, Balkanabat Airport]
Generated description
Balkanabat Airport is a regional public airport serving the city of Balkanabat in western Turkmenistan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balkanabat Airport Target entity description: Balkanabat Airport is a regional public airport serving the city of Balkanabat in western Turkmenistan.
-
A.
Turkmenabat International Airport
Turkmenabat International Airport is a major airport in Turkmenistan that serves the city of Turkmenabat and the surrounding Lebap Region with domestic and limited international flights.
-
B.
Oğuzeli Airport
Oğuzeli Airport is the main public airport serving the city and province of Gaziantep in southeastern Turkey.
-
C.
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.
-
D.
Sofia Airport
Sofia Airport is the main international airport serving Bulgaria’s capital city, Sofia, and one of the country’s busiest air transport hubs.
-
E.
Pristina International Airport
Pristina International Airport is the main international airport serving Kosovo, handling the majority of the country's passenger and air cargo traffic.
- 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992dd4248190b5f3d4f342593b8c |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc923d888190a68075dfaa9e90b2 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd7d1cc88190a4f533a92d7e6de3 |
completed | March 11, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fde74b608190b59da720c90adfeb |
completed | March 11, 2026, 5:30 a.m. |
Created at: March 8, 2026, 2:57 p.m.