Triple
T7545347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manosque |
E178386
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Manosque-Gréoux-les-Bains railway station
Manosque-Gréoux-les-Bains railway station is a regional train station in southeastern France serving the town of Manosque and the nearby spa resort of Gréoux-les-Bains.
|
E672287
|
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: Manosque-Gréoux-les-Bains railway station | Statement: [Manosque, transport, Manosque-Gréoux-les-Bains railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manosque-Gréoux-les-Bains railway station Context triple: [Manosque, transport, Manosque-Gréoux-les-Bains railway station]
-
A.
Tarascon-sur-Ariège station
Tarascon-sur-Ariège station is a regional railway station in southwestern France serving the town of Tarascon-sur-Ariège on the Toulouse–Latour-de-Carol line through the Pyrenees.
-
B.
Bagnols-sur-Cèze station
Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
-
C.
Saint-Gervais-les-Bains-Le Fayet station
Saint-Gervais-les-Bains-Le Fayet station is a railway and mountain transport hub in the Haute-Savoie region of France, serving as a gateway to the Mont Blanc area and nearby alpine resorts.
-
D.
Millau railway station
Millau railway station is a regional train station in the town of Millau in southern France, serving as a local hub for passenger rail connections in the Aveyron department.
-
E.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
- 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: Manosque-Gréoux-les-Bains railway station Triple: [Manosque, transport, Manosque-Gréoux-les-Bains railway station]
Generated description
Manosque-Gréoux-les-Bains railway station is a regional train station in southeastern France serving the town of Manosque and the nearby spa resort of Gréoux-les-Bains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manosque-Gréoux-les-Bains railway station Target entity description: Manosque-Gréoux-les-Bains railway station is a regional train station in southeastern France serving the town of Manosque and the nearby spa resort of Gréoux-les-Bains.
-
A.
Tarascon-sur-Ariège station
Tarascon-sur-Ariège station is a regional railway station in southwestern France serving the town of Tarascon-sur-Ariège on the Toulouse–Latour-de-Carol line through the Pyrenees.
-
B.
Bagnols-sur-Cèze station
Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
-
C.
Saint-Gervais-les-Bains-Le Fayet station
Saint-Gervais-les-Bains-Le Fayet station is a railway and mountain transport hub in the Haute-Savoie region of France, serving as a gateway to the Mont Blanc area and nearby alpine resorts.
-
D.
Millau railway station
Millau railway station is a regional train station in the town of Millau in southern France, serving as a local hub for passenger rail connections in the Aveyron department.
-
E.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
- 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_69c69f2cbe08819088f9eb0c03ef529b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f898069881909fa8f9c885c4565b |
completed | March 27, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f21aa5c819085e8d1ecbd9b01e3 |
completed | March 28, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69c852da8c048190b2a0696f2e7b65c1 |
completed | March 28, 2026, 10:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c853958b748190b4ecc9797389cc85 |
completed | March 28, 2026, 10:17 p.m. |
Created at: March 27, 2026, 3:48 p.m.