Triple
T5212678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Locarno |
E117669
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object |
Lugano Airport (regional)
Lugano Airport (regional) is a small regional airport in southern Switzerland that primarily serves domestic and short-haul European flights for the Ticino region.
|
E503548
|
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: Lugano Airport (regional) | Statement: [Locarno, hasNearbyAirport, Lugano Airport (regional)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lugano Airport (regional) Context triple: [Locarno, hasNearbyAirport, Lugano Airport (regional)]
-
A.
Aosta Valley Airport
Aosta Valley Airport is a small regional airport in Italy’s Aosta Valley that serves as an access point to the surrounding Alpine region and its ski resorts.
-
B.
Bern-Belp Airport
Bern-Belp Airport is a small regional airport serving the city of Bern, Switzerland, primarily handling domestic and short-haul European flights.
-
C.
Samedan Airport
Samedan Airport is a high-altitude regional airport in Switzerland serving the Engadin valley and the resort town of St. Moritz, known for its challenging alpine approach.
-
D.
Saanen Airport
Saanen Airport is a small regional airfield in the Swiss Alps that primarily serves the upscale resort area of Gstaad, handling private and charter flights.
-
E.
Zurich Airport International
Zurich Airport International is a global airport development and operations company best known for operating Switzerland’s Zurich Airport and managing international airport projects through public–private partnerships.
- 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: Lugano Airport (regional) Triple: [Locarno, hasNearbyAirport, Lugano Airport (regional)]
Generated description
Lugano Airport (regional) is a small regional airport in southern Switzerland that primarily serves domestic and short-haul European flights for the Ticino region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lugano Airport (regional) Target entity description: Lugano Airport (regional) is a small regional airport in southern Switzerland that primarily serves domestic and short-haul European flights for the Ticino region.
-
A.
Aosta Valley Airport
Aosta Valley Airport is a small regional airport in Italy’s Aosta Valley that serves as an access point to the surrounding Alpine region and its ski resorts.
-
B.
Bern-Belp Airport
Bern-Belp Airport is a small regional airport serving the city of Bern, Switzerland, primarily handling domestic and short-haul European flights.
-
C.
Samedan Airport
Samedan Airport is a high-altitude regional airport in Switzerland serving the Engadin valley and the resort town of St. Moritz, known for its challenging alpine approach.
-
D.
Saanen Airport
Saanen Airport is a small regional airfield in the Swiss Alps that primarily serves the upscale resort area of Gstaad, handling private and charter flights.
-
E.
Zurich Airport International
Zurich Airport International is a global airport development and operations company best known for operating Switzerland’s Zurich Airport and managing international airport projects through public–private partnerships.
- 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_69bd4464ba3c8190bc16b2ebbe42ddb0 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a730e6c8190ae6082da41ee592a |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefdee940819098e397ab50f57411 |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef0b1fe9c8190bfc1be621c7c1c76 |
completed | March 21, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef16739148190b9700228be7d07f9 |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:47 p.m.