Triple
T3030679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marseille Provence Airport |
E82885
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Aéroports de Marseille Provence
Aéroports de Marseille Provence is the company responsible for managing and operating the main airport facilities serving the Marseille region in southern France.
|
E82885
|
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: Aéroports de Marseille Provence | Statement: [Marseille Provence Airport, operator, Aéroports de Marseille Provence]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aéroports de Marseille Provence Context triple: [Marseille Provence Airport, operator, Aéroports de Marseille Provence]
-
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.
Nîmes-Alès-Camargue-Cévennes Airport
Nîmes-Alès-Camargue-Cévennes Airport is a regional French airport serving the city of Nîmes and surrounding areas in southern France, offering commercial flights and general aviation services.
-
C.
Aéroports de la Côte d’Azur
Aéroports de la Côte d’Azur is the company that manages and operates the main airports serving France’s French Riviera region, including Nice Côte d’Azur Airport.
-
D.
Montpellier-Méditerranée Airport
Montpellier-Méditerranée Airport is an international airport serving the city of Montpellier and the surrounding Occitanie region in southern France.
-
E.
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.
- 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: Aéroports de Marseille Provence Triple: [Marseille Provence Airport, operator, Aéroports de Marseille Provence]
Generated description
Aéroports de Marseille Provence is the company responsible for managing and operating the main airport facilities serving the Marseille region in southern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aéroports de Marseille Provence Target entity description: Aéroports de Marseille Provence is the company responsible for managing and operating the main airport facilities serving the Marseille region in southern France.
-
A.
Marseille Provence Airport
chosen
Marseille Provence Airport is the main international airport serving the city of Marseille and the surrounding Provence region in southern France.
-
B.
Nîmes-Alès-Camargue-Cévennes Airport
Nîmes-Alès-Camargue-Cévennes Airport is a regional French airport serving the city of Nîmes and surrounding areas in southern France, offering commercial flights and general aviation services.
-
C.
Aéroports de la Côte d’Azur
Aéroports de la Côte d’Azur is the company that manages and operates the main airports serving France’s French Riviera region, including Nice Côte d’Azur Airport.
-
D.
Montpellier-Méditerranée Airport
Montpellier-Méditerranée Airport is an international airport serving the city of Montpellier and the surrounding Occitanie region in southern France.
-
E.
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.
- 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_69ad8b21a62881908ec5dd4fba4a187c |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9aecd384819085d15f701add7c44 |
completed | March 8, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1debd245c819081eb2dec470f9156 |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1dfc77c1881909688d5037682fa01 |
completed | March 11, 2026, 9:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e03121148190840fc48a50c4ec0e |
completed | March 11, 2026, 9:35 p.m. |
Created at: March 8, 2026, 3:01 p.m.