Triple
T717423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Occitanie |
E14341
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Tarbes–Lourdes–Pyrénées Airport
Tarbes–Lourdes–Pyrénées Airport is a regional French airport in the Pyrenees serving the cities of Tarbes and Lourdes, known especially for handling pilgrimage traffic to the nearby Catholic sanctuary at Lourdes.
|
E109579
|
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: Tarbes–Lourdes–Pyrénées Airport | Statement: [Occitanie, hasAirport, Tarbes–Lourdes–Pyrénées Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tarbes–Lourdes–Pyrénées Airport Context triple: [Occitanie, hasAirport, Tarbes–Lourdes–Pyrénées Airport]
-
A.
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.
-
B.
Toulouse-Blagnac Airport
Toulouse-Blagnac Airport is an international airport serving the city of Toulouse in southwestern France and acting as a major hub for both commercial flights and the aerospace industry.
-
C.
Beauvais–Tillé Airport
Beauvais–Tillé Airport is a secondary international airport serving the Paris region, known primarily as a hub for low-cost carriers and budget flights.
-
D.
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.
-
E.
Montpellier-Méditerranée Airport
Montpellier-Méditerranée Airport is an international airport serving the city of Montpellier and the surrounding Occitanie region in southern France.
- 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: Tarbes–Lourdes–Pyrénées Airport Triple: [Occitanie, hasAirport, Tarbes–Lourdes–Pyrénées Airport]
Generated description
Tarbes–Lourdes–Pyrénées Airport is a regional French airport in the Pyrenees serving the cities of Tarbes and Lourdes, known especially for handling pilgrimage traffic to the nearby Catholic sanctuary at Lourdes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tarbes–Lourdes–Pyrénées Airport Target entity description: Tarbes–Lourdes–Pyrénées Airport is a regional French airport in the Pyrenees serving the cities of Tarbes and Lourdes, known especially for handling pilgrimage traffic to the nearby Catholic sanctuary at Lourdes.
-
A.
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.
-
B.
Toulouse-Blagnac Airport
Toulouse-Blagnac Airport is an international airport serving the city of Toulouse in southwestern France and acting as a major hub for both commercial flights and the aerospace industry.
-
C.
Beauvais–Tillé Airport
Beauvais–Tillé Airport is a secondary international airport serving the Paris region, known primarily as a hub for low-cost carriers and budget flights.
-
D.
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.
-
E.
Montpellier-Méditerranée Airport
Montpellier-Méditerranée Airport is an international airport serving the city of Montpellier and the surrounding Occitanie region in southern France.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a577658881909c12951d63d96377 |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7edf6b02c8190995c50a98b4ec326 |
completed | March 4, 2026, 8:31 a.m. |
| NEDg | Description generation | batch_69a7f1cc03b48190a291ca9c20646648 |
completed | March 4, 2026, 8:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7f26264d48190ad04ee855523fcc1 |
completed | March 4, 2026, 8:50 a.m. |
Created at: March 1, 2026, 7:37 p.m.