Triple
T806845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loganair |
E17455
|
entity |
| Predicate | hubAirport |
P8171
|
FINISHED |
| Object |
Inverness Airport
Inverness Airport is a regional airport in the Scottish Highlands that serves as a key base for domestic and short-haul flights, particularly for the airline Loganair.
|
E106247
|
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: Inverness Airport | Statement: [Loganair, hubAirport, Inverness Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inverness Airport Context triple: [Loganair, hubAirport, Inverness Airport]
-
A.
Glasgow Prestwick Airport
Glasgow Prestwick Airport is an international airport in South Ayrshire, Scotland, serving the Greater Glasgow area and known for its transatlantic history and low-cost airline operations.
-
B.
Glasgow Airport
Glasgow Airport is an international airport serving the Greater Glasgow area and western Scotland, offering domestic and global flights.
-
C.
Edinburgh Airport
Edinburgh Airport is the main international airport serving Scotland’s capital, handling a large volume of domestic and European flights.
-
D.
Malton Airport
Malton Airport was the original name of what is now Toronto Pearson International Airport, Canada’s largest and busiest airport serving the Greater Toronto Area.
-
E.
Belfast City Airport
Belfast City Airport is a regional airport serving Belfast, Northern Ireland, located close to the city centre and handling mainly domestic UK and short-haul European flights.
- 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: Inverness Airport Triple: [Loganair, hubAirport, Inverness Airport]
Generated description
Inverness Airport is a regional airport in the Scottish Highlands that serves as a key base for domestic and short-haul flights, particularly for the airline Loganair.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inverness Airport Target entity description: Inverness Airport is a regional airport in the Scottish Highlands that serves as a key base for domestic and short-haul flights, particularly for the airline Loganair.
-
A.
Glasgow Prestwick Airport
Glasgow Prestwick Airport is an international airport in South Ayrshire, Scotland, serving the Greater Glasgow area and known for its transatlantic history and low-cost airline operations.
-
B.
Glasgow Airport
Glasgow Airport is an international airport serving the Greater Glasgow area and western Scotland, offering domestic and global flights.
-
C.
Edinburgh Airport
Edinburgh Airport is the main international airport serving Scotland’s capital, handling a large volume of domestic and European flights.
-
D.
Malton Airport
Malton Airport was the original name of what is now Toronto Pearson International Airport, Canada’s largest and busiest airport serving the Greater Toronto Area.
-
E.
Belfast City Airport
Belfast City Airport is a regional airport serving Belfast, Northern Ireland, located close to the city centre and handling mainly domestic UK and short-haul European flights.
- 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_69a4937ae8a08190b5084a03d532b30e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aac1142881908f6f78bfdb887930 |
completed | March 1, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c7103a00819087ad711a2ab99770 |
completed | March 4, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_69a7c7b8158c819095a82dcd02d6a7fb |
completed | March 4, 2026, 5:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7c888cd98819082dc39739d14dc67 |
completed | March 4, 2026, 5:52 a.m. |
Created at: March 1, 2026, 7:38 p.m.