Triple
T688879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Provence-Alpes-Côte d’Azur |
E13346
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Toulon–Hyères Airport
Toulon–Hyères Airport is a regional French airport serving the Toulon and Hyères area on the Mediterranean coast, offering domestic and some international flights.
|
E101141
|
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: Toulon–Hyères Airport | Statement: [Provence-Alpes-Côte d’Azur, hasAirport, Toulon–Hyères Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toulon–Hyères Airport Context triple: [Provence-Alpes-Côte d’Azur, hasAirport, Toulon–Hyères Airport]
-
A.
Marseille Provence Airport
Marseille Provence Airport is the main international airport serving the city of Marseille and the surrounding Provence region in southern France.
-
B.
Lyon–Saint-Exupéry Airport
Lyon–Saint-Exupéry Airport is a major international airport in eastern France serving the city of Lyon and the surrounding Auvergne-Rhône-Alpes region.
-
C.
Ajaccio Napoleon Bonaparte Airport
Ajaccio Napoleon Bonaparte Airport is the main commercial airport serving the city of Ajaccio and the surrounding region on the French island of Corsica.
-
D.
Nice Côte d’Azur Airport
Nice Côte d’Azur Airport is a major international airport on the French Riviera serving as the primary air gateway to Nice and the surrounding Côte d’Azur region.
-
E.
Strasbourg Airport
Strasbourg Airport is an international airport serving the city of Strasbourg and the surrounding Alsace region in northeastern France.
- 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: Toulon–Hyères Airport Triple: [Provence-Alpes-Côte d’Azur, hasAirport, Toulon–Hyères Airport]
Generated description
Toulon–Hyères Airport is a regional French airport serving the Toulon and Hyères area on the Mediterranean coast, offering domestic and some international flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toulon–Hyères Airport Target entity description: Toulon–Hyères Airport is a regional French airport serving the Toulon and Hyères area on the Mediterranean coast, offering domestic and some international flights.
-
A.
Marseille Provence Airport
Marseille Provence Airport is the main international airport serving the city of Marseille and the surrounding Provence region in southern France.
-
B.
Lyon–Saint-Exupéry Airport
Lyon–Saint-Exupéry Airport is a major international airport in eastern France serving the city of Lyon and the surrounding Auvergne-Rhône-Alpes region.
-
C.
Ajaccio Napoleon Bonaparte Airport
Ajaccio Napoleon Bonaparte Airport is the main commercial airport serving the city of Ajaccio and the surrounding region on the French island of Corsica.
-
D.
Nice Côte d’Azur Airport
Nice Côte d’Azur Airport is a major international airport on the French Riviera serving as the primary air gateway to Nice and the surrounding Côte d’Azur region.
-
E.
Strasbourg Airport
Strasbourg Airport is an international airport serving the city of Strasbourg and the surrounding Alsace region in northeastern France.
- 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_69a4933e0f98819097d22766c49b61b8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a09669e4819089753204772e1fdd |
completed | March 1, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3a6bcf88190aff5bd3db264f475 |
completed | March 4, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69a7a587591c81909b05e00ef5c3d896 |
completed | March 4, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a609da188190827eb7deddcca47b |
completed | March 4, 2026, 3:24 a.m. |
Created at: March 1, 2026, 7:36 p.m.