Triple
T23307184
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luxeuil-les-Bains |
E590480
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Luxeuil-les-Bains railway station
Luxeuil-les-Bains railway station is a regional train station in the town of Luxeuil-les-Bains in eastern France, providing rail connections for local and surrounding communities.
|
E1580542
|
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: Luxeuil-les-Bains railway station | Statement: [Luxeuil-les-Bains, hasTransport, Luxeuil-les-Bains railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luxeuil-les-Bains railway station Context triple: [Luxeuil-les-Bains, hasTransport, Luxeuil-les-Bains railway station]
-
A.
Bagneux–Lucie Aubrac station
Bagneux–Lucie Aubrac station is a Paris Métro and Grand Paris Express interchange station serving the southern suburbs of Paris, particularly the area around Bagneux and Cachan.
-
B.
Rilly-la-Montagne station
Rilly-la-Montagne station is a small regional railway station in northeastern France serving the village of Rilly-la-Montagne and connecting it to nearby towns and cities.
-
C.
Tournan station
Tournan station is a railway station in Tournan-en-Brie, France, serving as a suburban commuter stop in the eastern Paris metropolitan area.
-
D.
Cambo-les-Bains railway station
Cambo-les-Bains railway station is a regional train station in the Basque town of Cambo-les-Bains in southwestern France, serving local and regional rail connections.
-
E.
Viry-Châtillon station
Viry-Châtillon station is a suburban railway station in the southern outskirts of Paris, France, serving the commune of Viry-Châtillon on the regional RER 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: Luxeuil-les-Bains railway station Triple: [Luxeuil-les-Bains, hasTransport, Luxeuil-les-Bains railway station]
Generated description
Luxeuil-les-Bains railway station is a regional train station in the town of Luxeuil-les-Bains in eastern France, providing rail connections for local and surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luxeuil-les-Bains railway station Target entity description: Luxeuil-les-Bains railway station is a regional train station in the town of Luxeuil-les-Bains in eastern France, providing rail connections for local and surrounding communities.
-
A.
Bagneux–Lucie Aubrac station
Bagneux–Lucie Aubrac station is a Paris Métro and Grand Paris Express interchange station serving the southern suburbs of Paris, particularly the area around Bagneux and Cachan.
-
B.
Rilly-la-Montagne station
Rilly-la-Montagne station is a small regional railway station in northeastern France serving the village of Rilly-la-Montagne and connecting it to nearby towns and cities.
-
C.
Tournan station
Tournan station is a railway station in Tournan-en-Brie, France, serving as a suburban commuter stop in the eastern Paris metropolitan area.
-
D.
Cambo-les-Bains railway station
Cambo-les-Bains railway station is a regional train station in the Basque town of Cambo-les-Bains in southwestern France, serving local and regional rail connections.
-
E.
Viry-Châtillon station
Viry-Châtillon station is a suburban railway station in the southern outskirts of Paris, France, serving the commune of Viry-Châtillon on the regional RER 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_69e25d1c0ecc8190a355aa229f06d0e0 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1972846fc819092ca2b9590b2e177 |
completed | April 29, 2026, 5:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c9af5c481908d9bccc9e0370c9f |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4e7c53d0819096e33379351a3c8f |
completed | May 19, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4f26ab808190a7c1b5b73954ef0f |
completed | May 19, 2026, 11:53 a.m. |
Created at: April 17, 2026, 5:05 p.m.