Triple
T16125063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libercourt |
E391246
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Libercourt railway station
Libercourt railway station is a regional train station in Libercourt, northern France, serving local passenger rail services and connecting the town to nearby cities.
|
E1196042
|
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: Libercourt railway station | Statement: [Libercourt, hasTransport, Libercourt railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libercourt railway station Context triple: [Libercourt, hasTransport, Libercourt 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.
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.
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.
-
D.
Chardonne-Jongny station
Chardonne-Jongny station is a regional railway stop in the canton of Vaud, Switzerland, serving the villages of Chardonne and Jongny on the hillside above Lake Geneva.
-
E.
Cernay station
Cernay station is a railway station in the northern suburbs of Paris, France, serving as a local commuter hub on the Transilien and RER 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: Libercourt railway station Triple: [Libercourt, hasTransport, Libercourt railway station]
Generated description
Libercourt railway station is a regional train station in Libercourt, northern France, serving local passenger rail services and connecting the town to nearby cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libercourt railway station Target entity description: Libercourt railway station is a regional train station in Libercourt, northern France, serving local passenger rail services and connecting the town to nearby cities.
-
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.
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.
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.
-
D.
Chardonne-Jongny station
Chardonne-Jongny station is a regional railway stop in the canton of Vaud, Switzerland, serving the villages of Chardonne and Jongny on the hillside above Lake Geneva.
-
E.
Cernay station
Cernay station is a railway station in the northern suburbs of Paris, France, serving as a local commuter hub on the Transilien and RER 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_69d87f1bb0988190b490d273dbf3fd03 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e2020408a88190bf3dfc893d577c55 |
completed | April 17, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff2a9db848190bafb959bd7511246 |
completed | May 10, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_69fff3b375d48190a958b34c5df5c5f1 |
completed | May 10, 2026, 2:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff447e1248190a3a1386946172429 |
completed | May 10, 2026, 2:58 a.m. |
Created at: April 10, 2026, 5 a.m.