Triple
T16972791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambo-les-Bains |
E411727
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
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.
|
E1242614
|
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: Cambo-les-Bains railway station | Statement: [Cambo-les-Bains, hasTransport, Cambo-les-Bains railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambo-les-Bains railway station Context triple: [Cambo-les-Bains, hasTransport, Cambo-les-Bains 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.
Valmondois station
Valmondois station is a railway terminus in Valmondois, France, serving as the endpoint of Île-de-France tram-train Line H services in the northern suburbs of Paris.
-
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.
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.
-
E.
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.
- 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: Cambo-les-Bains railway station Triple: [Cambo-les-Bains, hasTransport, Cambo-les-Bains railway station]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambo-les-Bains railway station Target entity description: 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.
-
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.
Valmondois station
Valmondois station is a railway terminus in Valmondois, France, serving as the endpoint of Île-de-France tram-train Line H services in the northern suburbs of Paris.
-
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.
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.
-
E.
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.
- 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_69d886ca8f348190812768ea8d5055ce |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0ae47f08190a13e98d20aba7f16 |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d4738fbc819099e8281ebc777091 |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d51835c48190b1a37de6ac25ceaa |
completed | May 10, 2026, 6:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d59b96108190a0e55f01529a0b64 |
completed | May 10, 2026, 6:59 p.m. |
Created at: April 10, 2026, 5:31 a.m.