Triple
T4367719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aurillac |
E98817
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Aurillac – Tronquières Airport
Aurillac – Tronquières Airport is a small regional airport in south-central France that primarily serves domestic flights and connects the town of Aurillac to major French cities.
|
E433787
|
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: Aurillac – Tronquières Airport | Statement: [Aurillac, hasAirport, Aurillac – Tronquières Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aurillac – Tronquières Airport Context triple: [Aurillac, hasAirport, Aurillac – Tronquières Airport]
-
A.
Clermont-Ferrand Auvergne Airport
Clermont-Ferrand Auvergne Airport is a regional airport in central France serving the city of Clermont-Ferrand and the surrounding Auvergne region with domestic and limited international flights.
-
B.
Limoges – Bellegarde Airport
Limoges – Bellegarde Airport is a regional French airport serving the city of Limoges and the surrounding Haute-Vienne area with domestic and limited international flights.
-
C.
Brive–Souillac Airport
Brive–Souillac Airport is a regional airport in southwestern France serving the towns of Brive-la-Gaillarde and Souillac with domestic and limited international flights.
-
D.
Carcassonne Airport
Carcassonne Airport is a regional airport in southern France serving the city of Carcassonne and the surrounding Occitanie region, primarily handling low-cost and seasonal tourist flights.
-
E.
Poitiers–Biard Airport
Poitiers–Biard Airport is a small regional airport in western France that serves the city of Poitiers with domestic and limited 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: Aurillac – Tronquières Airport Triple: [Aurillac, hasAirport, Aurillac – Tronquières Airport]
Generated description
Aurillac – Tronquières Airport is a small regional airport in south-central France that primarily serves domestic flights and connects the town of Aurillac to major French cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aurillac – Tronquières Airport Target entity description: Aurillac – Tronquières Airport is a small regional airport in south-central France that primarily serves domestic flights and connects the town of Aurillac to major French cities.
-
A.
Clermont-Ferrand Auvergne Airport
Clermont-Ferrand Auvergne Airport is a regional airport in central France serving the city of Clermont-Ferrand and the surrounding Auvergne region with domestic and limited international flights.
-
B.
Limoges – Bellegarde Airport
Limoges – Bellegarde Airport is a regional French airport serving the city of Limoges and the surrounding Haute-Vienne area with domestic and limited international flights.
-
C.
Brive–Souillac Airport
Brive–Souillac Airport is a regional airport in southwestern France serving the towns of Brive-la-Gaillarde and Souillac with domestic and limited international flights.
-
D.
Carcassonne Airport
Carcassonne Airport is a regional airport in southern France serving the city of Carcassonne and the surrounding Occitanie region, primarily handling low-cost and seasonal tourist flights.
-
E.
Poitiers–Biard Airport
Poitiers–Biard Airport is a small regional airport in western France that serves the city of Poitiers with domestic and limited international flights.
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35201be7081908808e81634060f95 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbcec90881908fe83c83119d99fe |
completed | March 14, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69b5dc3e4c488190a06421cdb3b168c3 |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0432bfc8190b18bbe918de1f297 |
completed | March 14, 2026, 10:25 p.m. |
Created at: March 12, 2026, 11:17 p.m.