Triple
T2254518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limoges |
E49689
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
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.
|
E248954
|
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: Limoges – Bellegarde Airport | Statement: [Limoges, hasAirport, Limoges – Bellegarde Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limoges – Bellegarde Airport Context triple: [Limoges, hasAirport, Limoges – Bellegarde 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.
Châteauroux-Centre "Marcel Dassault" Airport
Châteauroux-Centre "Marcel Dassault" Airport is a regional French airport known for cargo operations, aircraft maintenance, and pilot training rather than large-scale commercial passenger traffic.
-
C.
Lyon–Saint-Exupéry Airport
Lyon–Saint-Exupéry Airport is a major international airport in eastern France serving the city of Lyon and the surrounding Auvergne-Rhône-Alpes region.
-
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.
Châlons Vatry Airport
Châlons Vatry Airport is a regional French airport in the Champagne region that serves as a secondary facility within the broader Paris airport system, handling both cargo and low-cost passenger 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: Limoges – Bellegarde Airport Triple: [Limoges, hasAirport, Limoges – Bellegarde Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limoges – Bellegarde Airport Target entity description: 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.
-
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.
Châteauroux-Centre "Marcel Dassault" Airport
Châteauroux-Centre "Marcel Dassault" Airport is a regional French airport known for cargo operations, aircraft maintenance, and pilot training rather than large-scale commercial passenger traffic.
-
C.
Lyon–Saint-Exupéry Airport
Lyon–Saint-Exupéry Airport is a major international airport in eastern France serving the city of Lyon and the surrounding Auvergne-Rhône-Alpes region.
-
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.
Châlons Vatry Airport
Châlons Vatry Airport is a regional French airport in the Champagne region that serves as a secondary facility within the broader Paris airport system, handling both cargo and low-cost passenger 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc121af78819085b2e601d2f9bcdf |
completed | March 7, 2026, 6:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b1fc8808190aebc534ea5adb534 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6c87e3108190bc3852b3ebdba45a |
completed | March 9, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6d0f723c8190bf0f91dad961e377 |
completed | March 9, 2026, 6:47 a.m. |
Created at: March 4, 2026, 7:47 p.m.