Triple
T6554461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Castres |
E152409
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Castres–Mazamet Airport
Castres–Mazamet Airport is a regional airport in southern France that serves the towns of Castres and Mazamet with domestic flights and general aviation services.
|
E604684
|
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: Castres–Mazamet Airport | Statement: [Castres, hasTransport, Castres–Mazamet Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Castres–Mazamet Airport Context triple: [Castres, hasTransport, Castres–Mazamet Airport]
-
A.
Montpellier-Méditerranée Airport
Montpellier-Méditerranée Airport is an international airport serving the city of Montpellier and the surrounding Occitanie region in southern France.
-
B.
Béziers Cap d’Agde Airport
Béziers Cap d’Agde Airport is a regional French airport in southern France serving the Béziers and Cap d’Agde area with domestic and seasonal international flights.
-
C.
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.
-
D.
Perpignan–Rivesaltes Airport
Perpignan–Rivesaltes Airport is a regional international airport in southern France serving the city of Perpignan and the surrounding Pyrénées-Orientales area.
-
E.
Aéroport de Carcassonne-Salvaza
Aéroport de Carcassonne-Salvaza is a regional airport in southern France serving the city of Carcassonne and the surrounding Languedoc area, known especially for low-cost flights and access to the nearby medieval citadel.
- 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: Castres–Mazamet Airport Triple: [Castres, hasTransport, Castres–Mazamet Airport]
Generated description
Castres–Mazamet Airport is a regional airport in southern France that serves the towns of Castres and Mazamet with domestic flights and general aviation services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Castres–Mazamet Airport Target entity description: Castres–Mazamet Airport is a regional airport in southern France that serves the towns of Castres and Mazamet with domestic flights and general aviation services.
-
A.
Montpellier-Méditerranée Airport
Montpellier-Méditerranée Airport is an international airport serving the city of Montpellier and the surrounding Occitanie region in southern France.
-
B.
Béziers Cap d’Agde Airport
Béziers Cap d’Agde Airport is a regional French airport in southern France serving the Béziers and Cap d’Agde area with domestic and seasonal international flights.
-
C.
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.
-
D.
Perpignan–Rivesaltes Airport
Perpignan–Rivesaltes Airport is a regional international airport in southern France serving the city of Perpignan and the surrounding Pyrénées-Orientales area.
-
E.
Aéroport de Carcassonne-Salvaza
Aéroport de Carcassonne-Salvaza is a regional airport in southern France serving the city of Carcassonne and the surrounding Languedoc area, known especially for low-cost flights and access to the nearby medieval citadel.
- 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_69c688058d6881908c19b309cc55dbfa |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae1c07cc819089c297edad943a57 |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d55707d081908104f08e1d59d603 |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d67574cc8190acf20c1a598c32ee |
completed | March 27, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d84076d48190ada0903af49613de |
completed | March 27, 2026, 7:19 p.m. |
Created at: March 27, 2026, 1:51 p.m.