Triple
T15804921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | L’Arbresle |
E383187
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
L’Arbresle railway station
L’Arbresle railway station is a regional train station in the commune of L’Arbresle in eastern France, serving local passenger rail connections.
|
E1179144
|
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: L’Arbresle railway station | Statement: [L’Arbresle, hasTransport, L’Arbresle railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: L’Arbresle railway station Context triple: [L’Arbresle, hasTransport, L’Arbresle railway station]
-
A.
Arbois railway station
Arbois railway station is a regional train station serving the town of Arbois in the Jura department of eastern France.
-
B.
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.
-
C.
Alès railway station
Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
-
D.
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.
-
E.
Visé railway station
Visé railway station is a train station in the town of Visé, Belgium, serving as a local stop on the Belgian railway network.
- 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: L’Arbresle railway station Triple: [L’Arbresle, hasTransport, L’Arbresle railway station]
Generated description
L’Arbresle railway station is a regional train station in the commune of L’Arbresle in eastern France, serving local passenger rail connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: L’Arbresle railway station Target entity description: L’Arbresle railway station is a regional train station in the commune of L’Arbresle in eastern France, serving local passenger rail connections.
-
A.
Arbois railway station
Arbois railway station is a regional train station serving the town of Arbois in the Jura department of eastern France.
-
B.
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.
-
C.
Alès railway station
Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
-
D.
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.
-
E.
Visé railway station
Visé railway station is a train station in the town of Visé, Belgium, serving as a local stop on the Belgian railway network.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b525b1c08190acffab06d89dbdbe |
completed | April 16, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff998d17648190b9f020632461965f |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9dcbb36881909c4317f9031199b8 |
completed | May 9, 2026, 8:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9e25b2f08190b519d61be3e2f2f6 |
completed | May 9, 2026, 8:50 p.m. |
Created at: April 10, 2026, 4:48 a.m.