Triple
T5020588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montauban |
E112838
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
served by Montauban-Ville-Bourbon railway station
Montauban is a city in southern France known as the capital of the Tarn-et-Garonne department and noted for its historic red-brick architecture and cultural heritage.
|
E485808
|
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: served by Montauban-Ville-Bourbon railway station | Statement: [Montauban, transport, served by Montauban-Ville-Bourbon railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by Montauban-Ville-Bourbon railway station Context triple: [Montauban, transport, served by Montauban-Ville-Bourbon railway station]
-
A.
Muret railway station
Muret railway station is a regional train station in Muret, France, serving as a local stop on the rail network in the Occitanie region.
-
B.
Montluçon-Ville railway station
Montluçon-Ville railway station is the main passenger rail hub serving the town of Montluçon in central France, providing regional train connections to surrounding cities and areas.
-
C.
Remoulins railway station
Remoulins railway station is a local train station in the town of Remoulins in southern France, serving regional rail passengers and connecting the area to the wider rail network.
-
D.
Modane railway station
Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
-
E.
Nice-Ville railway station
Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
- 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: served by Montauban-Ville-Bourbon railway station Triple: [Montauban, transport, served by Montauban-Ville-Bourbon railway station]
Generated description
Montauban is a city in southern France known as the capital of the Tarn-et-Garonne department and noted for its historic red-brick architecture and cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by Montauban-Ville-Bourbon railway station Target entity description: Montauban is a city in southern France known as the capital of the Tarn-et-Garonne department and noted for its historic red-brick architecture and cultural heritage.
-
A.
Muret railway station
Muret railway station is a regional train station in Muret, France, serving as a local stop on the rail network in the Occitanie region.
-
B.
Montluçon-Ville railway station
Montluçon-Ville railway station is the main passenger rail hub serving the town of Montluçon in central France, providing regional train connections to surrounding cities and areas.
-
C.
Remoulins railway station
Remoulins railway station is a local train station in the town of Remoulins in southern France, serving regional rail passengers and connecting the area to the wider rail network.
-
D.
Modane railway station
Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
-
E.
Nice-Ville railway station
Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
- 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd736399ac8190aa38efc4b4edc6a2 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be927f4ad0819096826f6cb141c90b |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be92e7304081909747a34dff7f9e25 |
completed | March 21, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be935872a88190adec17789298e01a |
completed | March 21, 2026, 12:47 p.m. |
Created at: March 20, 2026, 1:36 p.m.