Triple
T19419468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | served by Montauban-Ville-Bourbon railway station |
E485808
|
entity |
| Predicate | refersTo |
P37
|
FINISHED |
| Object |
Montauban-Ville-Bourbon railway station
Montauban-Ville-Bourbon railway station is a major rail hub in Montauban, France, providing regional and long-distance train connections in the Occitanie region.
|
E1375268
|
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: Montauban-Ville-Bourbon railway station | Statement: [served by Montauban-Ville-Bourbon railway station, refersTo, Montauban-Ville-Bourbon railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montauban-Ville-Bourbon railway station Context triple: [served by Montauban-Ville-Bourbon railway station, refersTo, Montauban-Ville-Bourbon railway station]
-
A.
Haubourdin railway station
Haubourdin railway station is a local train station in the town of Haubourdin in northern France, serving regional passenger rail services.
-
B.
Montbéliard railway station
Montbéliard railway station is a regional train station in the town of Montbéliard in eastern France, serving as a local hub for passenger rail connections.
-
C.
Champ-du-Moulin railway station
Champ-du-Moulin railway station is a small regional train stop in Switzerland serving the locality of Champ-du-Moulin and connecting it to the surrounding rail network.
-
D.
Montbau station
Montbau station is a Barcelona Metro stop located in the Horta-Guinardó district, serving the Montbau neighborhood near the northern edge of the city.
-
E.
Boncourt railway station
Boncourt railway station is a Swiss railway stop in the canton of Jura that serves the village of Boncourt near the French border on the Delémont–Delle line.
- 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: Montauban-Ville-Bourbon railway station Triple: [served by Montauban-Ville-Bourbon railway station, refersTo, Montauban-Ville-Bourbon railway station]
Generated description
Montauban-Ville-Bourbon railway station is a major rail hub in Montauban, France, providing regional and long-distance train connections in the Occitanie region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montauban-Ville-Bourbon railway station Target entity description: Montauban-Ville-Bourbon railway station is a major rail hub in Montauban, France, providing regional and long-distance train connections in the Occitanie region.
-
A.
Haubourdin railway station
Haubourdin railway station is a local train station in the town of Haubourdin in northern France, serving regional passenger rail services.
-
B.
Montbéliard railway station
Montbéliard railway station is a regional train station in the town of Montbéliard in eastern France, serving as a local hub for passenger rail connections.
-
C.
Champ-du-Moulin railway station
Champ-du-Moulin railway station is a small regional train stop in Switzerland serving the locality of Champ-du-Moulin and connecting it to the surrounding rail network.
-
D.
Montbau station
Montbau station is a Barcelona Metro stop located in the Horta-Guinardó district, serving the Montbau neighborhood near the northern edge of the city.
-
E.
Boncourt railway station
Boncourt railway station is a Swiss railway stop in the canton of Jura that serves the village of Boncourt near the French border on the Delémont–Delle line.
- 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_69d8e8d688f881909c85104a62e09d8a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63213b6ec8190b89982b554a0f6e7 |
completed | April 20, 2026, 2:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0733d00204819099957699ba6ceb76 |
completed | May 15, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_6a07346ddc0c8190a4919ee429e056e5 |
completed | May 15, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073545b2e48190a8cb78cb25785017 |
completed | May 15, 2026, 3:01 p.m. |
Created at: April 10, 2026, 1:37 p.m.