Triple
T4421682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TVF |
E95111
|
entity |
| Predicate | secondaryHub |
P8522
|
FINISHED |
| Object | Montpellier–Méditerranée Airport |
E106185
|
NE FINISHED |
How this triple was built (2 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: Montpellier–Méditerranée Airport | Statement: [TVF, secondaryHub, Montpellier–Méditerranée Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montpellier–Méditerranée Airport Context triple: [TVF, secondaryHub, Montpellier–Méditerranée Airport]
-
A.
Montpellier-Méditerranée Airport
chosen
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.
Marseille Provence Airport
Marseille Provence Airport is the main international airport serving the city of Marseille and the surrounding Provence region in southern France.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3554a0e7c8190b704d00d07b1857d |
completed | March 13, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f62715748190abceb14396ad637d |
completed | March 14, 2026, 11:58 p.m. |
Created at: March 12, 2026, 11:30 p.m.