Triple
T806844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loganair |
E17455
|
entity |
| Predicate | hubAirport |
P8171
|
FINISHED |
| Object |
Aberdeen Airport
Aberdeen Airport is a regional airport in northeast Scotland that serves as a key hub for domestic, offshore, and European flights.
|
E59468
|
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: Aberdeen Airport | Statement: [Loganair, hubAirport, Aberdeen Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aberdeen Airport Context triple: [Loganair, hubAirport, Aberdeen Airport]
-
A.
Edinburgh Airport
Edinburgh Airport is the main international airport serving Scotland’s capital, handling a large volume of domestic and European flights.
-
B.
Glasgow Airport
Glasgow Airport is an international airport serving the Greater Glasgow area and western Scotland, offering domestic and global flights.
-
C.
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.
-
D.
Aberdeen Regional Airport
Aberdeen Regional Airport is a public airport serving commercial and general aviation needs for the city of Aberdeen and the surrounding region in northeastern South Dakota.
-
E.
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.
- 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: Aberdeen Airport Triple: [Loganair, hubAirport, Aberdeen Airport]
Generated description
Aberdeen Airport is a regional airport in northeast Scotland that serves as a key hub for domestic, offshore, and European flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aberdeen Airport Target entity description: Aberdeen Airport is a regional airport in northeast Scotland that serves as a key hub for domestic, offshore, and European flights.
-
A.
Edinburgh Airport
Edinburgh Airport is the main international airport serving Scotland’s capital, handling a large volume of domestic and European flights.
-
B.
Glasgow Airport
Glasgow Airport is an international airport serving the Greater Glasgow area and western Scotland, offering domestic and global flights.
-
C.
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.
-
D.
Aberdeen Regional Airport
chosen
Aberdeen Regional Airport is a public airport serving commercial and general aviation needs for the city of Aberdeen and the surrounding region in northeastern South Dakota.
-
E.
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.
- F. None of above.
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_69a7c00e3fb48190a242264358413b05 |
completed | March 4, 2026, 5:15 a.m. |
| NEDg | Description generation | batch_69a7c088506c81908a9e8ac91cb5b69d |
completed | March 4, 2026, 5:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7c10b114c8190831a95519dd185a2 |
completed | March 4, 2026, 5:20 a.m. |
Created at: March 1, 2026, 7:38 p.m.