Triple
T10247220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Léon-Mba International Airport |
E240246
|
entity |
| Predicate | servesAsHubFor |
P423
|
FINISHED |
| Object |
La Nationale (airline)
La Nationale is a Gabonese airline that operates flights centered around Libreville’s Léon-Mba International Airport.
|
E853677
|
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: La Nationale (airline) | Statement: [Léon-Mba International Airport, servesAsHubFor, La Nationale (airline)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: La Nationale (airline) Context triple: [Léon-Mba International Airport, servesAsHubFor, La Nationale (airline)]
-
A.
Société Générale de Transports Aériens
Société Générale de Transports Aériens was an early French airline that became part of the consolidation of France’s civil aviation sector in the interwar period.
-
B.
ECAir (historical)
ECAir (Equatorial Congo Airlines) was the former national carrier of the Republic of the Congo, operating regional and international flights before ceasing operations in the mid-2010s.
-
C.
French Bee Airlines
French Bee Airlines is a French low-cost, long-haul carrier known for operating budget flights primarily between France, the United States, and various leisure destinations.
-
D.
Transavia France
Transavia France is a French low-cost airline and subsidiary of the Air France-KLM group, operating primarily short- and medium-haul leisure routes across Europe and the Mediterranean.
-
E.
Grands Express Aériens
Grands Express Aériens was an early French airline that operated luxury passenger services in the interwar period before becoming part of larger national carriers.
- 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: La Nationale (airline) Triple: [Léon-Mba International Airport, servesAsHubFor, La Nationale (airline)]
Generated description
La Nationale is a Gabonese airline that operates flights centered around Libreville’s Léon-Mba International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: La Nationale (airline) Target entity description: La Nationale is a Gabonese airline that operates flights centered around Libreville’s Léon-Mba International Airport.
-
A.
Société Générale de Transports Aériens
Société Générale de Transports Aériens was an early French airline that became part of the consolidation of France’s civil aviation sector in the interwar period.
-
B.
ECAir (historical)
ECAir (Equatorial Congo Airlines) was the former national carrier of the Republic of the Congo, operating regional and international flights before ceasing operations in the mid-2010s.
-
C.
French Bee Airlines
French Bee Airlines is a French low-cost, long-haul carrier known for operating budget flights primarily between France, the United States, and various leisure destinations.
-
D.
Transavia France
Transavia France is a French low-cost airline and subsidiary of the Air France-KLM group, operating primarily short- and medium-haul leisure routes across Europe and the Mediterranean.
-
E.
Grands Express Aériens
Grands Express Aériens was an early French airline that operated luxury passenger services in the interwar period before becoming part of larger national carriers.
- 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d22e0d4c8190a6712859924e9d3d |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f7ade8448190830d950b7cee0c34 |
completed | April 9, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69d6fa303d4c8190b9f1c3addf7d8b09 |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6ff301d488190b18f1e02bbf1dada |
completed | April 9, 2026, 1:21 a.m. |
Created at: April 6, 2026, 11:27 a.m.