Triple
T10946023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montbéliard |
E258598
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
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.
|
E895629
|
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: Montbéliard railway station | Statement: [Montbéliard, transport, Montbéliard railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montbéliard railway station Context triple: [Montbéliard, transport, Montbéliard railway station]
-
A.
Chêne-Bourg station
Chêne-Bourg station is a railway station in the Geneva canton of Switzerland that serves as a stop on the regional Léman Express network.
-
B.
Belfort railway station
Belfort railway station is the main passenger rail hub serving the city of Belfort in northeastern France, connecting it to regional and national rail networks.
-
C.
Épinal station
Épinal station is a French railway station serving the town of Épinal in the Vosges department of northeastern France, providing regional and intercity rail connections.
-
D.
Aigle railway station
Aigle railway station is a key transport hub in the town of Aigle in the canton of Vaud, Switzerland, serving regional and intercity rail connections.
-
E.
Arbois railway station
Arbois railway station is a regional train station serving the town of Arbois in the Jura department of eastern 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: Montbéliard railway station Triple: [Montbéliard, transport, Montbéliard railway station]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montbéliard railway station Target entity description: 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.
-
A.
Chêne-Bourg station
Chêne-Bourg station is a railway station in the Geneva canton of Switzerland that serves as a stop on the regional Léman Express network.
-
B.
Belfort railway station
Belfort railway station is the main passenger rail hub serving the city of Belfort in northeastern France, connecting it to regional and national rail networks.
-
C.
Épinal station
Épinal station is a French railway station serving the town of Épinal in the Vosges department of northeastern France, providing regional and intercity rail connections.
-
D.
Aigle railway station
Aigle railway station is a key transport hub in the town of Aigle in the canton of Vaud, Switzerland, serving regional and intercity rail connections.
-
E.
Arbois railway station
Arbois railway station is a regional train station serving the town of Arbois in the Jura department of eastern 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770e9a89081908979efd1d9e6af66 |
completed | April 9, 2026, 9:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23c3c885081908edcece772b2e759 |
completed | April 17, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69e24542b4f081909c97621f04da8ecc |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e248f7f96481909fa6e6cd07891566 |
completed | April 17, 2026, 2:51 p.m. |
Created at: April 8, 2026, 9:23 p.m.