Triple
T2032305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scone, Perthshire, Scotland |
E44544
|
entity |
| Predicate | nearbyTransport |
P5822
|
FINISHED |
| Object |
Perth Airport (Scotland)
Perth Airport (Scotland) is a small general aviation airfield in Perthshire that serves as a hub for flight training and private flying in central Scotland.
|
E225976
|
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: Perth Airport (Scotland) | Statement: [Scone, Perthshire, Scotland, nearbyTransport, Perth Airport (Scotland)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perth Airport (Scotland) Context triple: [Scone, Perthshire, Scotland, nearbyTransport, Perth Airport (Scotland)]
-
A.
Dundee Airport
Dundee Airport is a regional airport in eastern Scotland providing domestic and limited international flights, notably serving as a base for Loganair operations.
-
B.
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.
-
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.
Edinburgh Airport
Edinburgh Airport is the main international airport serving Scotland’s capital, handling a large volume of domestic and European flights.
-
E.
Glasgow Airport
Glasgow Airport is an international airport serving the Greater Glasgow area and western Scotland, offering domestic and global 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: Perth Airport (Scotland) Triple: [Scone, Perthshire, Scotland, nearbyTransport, Perth Airport (Scotland)]
Generated description
Perth Airport (Scotland) is a small general aviation airfield in Perthshire that serves as a hub for flight training and private flying in central Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Perth Airport (Scotland) Target entity description: Perth Airport (Scotland) is a small general aviation airfield in Perthshire that serves as a hub for flight training and private flying in central Scotland.
-
A.
Dundee Airport
Dundee Airport is a regional airport in eastern Scotland providing domestic and limited international flights, notably serving as a base for Loganair operations.
-
B.
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.
-
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.
Edinburgh Airport
Edinburgh Airport is the main international airport serving Scotland’s capital, handling a large volume of domestic and European flights.
-
E.
Glasgow Airport
Glasgow Airport is an international airport serving the Greater Glasgow area and western Scotland, offering domestic and global 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_69a889144f2481909932f0746a93023d |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9313134819088133fb69b8f606f |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0b02123c819094d3dc9a7c5c267a |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0b78f3fc81909010d88b454e9fa1 |
completed | March 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c5983ac819082362a3b67dd9808 |
completed | March 8, 2026, 11:55 p.m. |
Created at: March 4, 2026, 7:38 p.m.