Triple

T20366155
Position Surface form Disambiguated ID Type / Status
Subject Villefranche-de-Conflent E496913 entity
Predicate hasRailwayStation P918 FINISHED
Object Villefranche-de-Conflent–Vernet-les-Bains station
Villefranche-de-Conflent–Vernet-les-Bains station is a railway station in southern France that serves the town of Villefranche-de-Conflent and the nearby spa resort of Vernet-les-Bains, including as a stop on the scenic Yellow Train line in the Pyrenees.
 E1426357 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: Villefranche-de-Conflent–Vernet-les-Bains station | Statement: [Villefranche-de-Conflent, hasRailwayStation, Villefranche-de-Conflent–Vernet-les-Bains station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Villefranche-de-Conflent–Vernet-les-Bains station
Context triple: [Villefranche-de-Conflent, hasRailwayStation, Villefranche-de-Conflent–Vernet-les-Bains station]
  • A. 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.
  • B. Cagnes-sur-Mer station
    Cagnes-sur-Mer station is a railway station in the coastal town of Cagnes-sur-Mer in southeastern France, serving regional train connections along the French Riviera.
  • C. Bagnols-sur-Cèze station
    Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
  • D. Tarascon-sur-Ariège station
    Tarascon-sur-Ariège station is a regional railway station in southwestern France serving the town of Tarascon-sur-Ariège on the Toulouse–Latour-de-Carol line through the Pyrenees.
  • E. Rivesaltes railway station
    Rivesaltes railway station is a regional train station in southern France that serves the town of Rivesaltes and connects it to the wider Occitanie rail 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: Villefranche-de-Conflent–Vernet-les-Bains station
Triple: [Villefranche-de-Conflent, hasRailwayStation, Villefranche-de-Conflent–Vernet-les-Bains station]
Generated description
Villefranche-de-Conflent–Vernet-les-Bains station is a railway station in southern France that serves the town of Villefranche-de-Conflent and the nearby spa resort of Vernet-les-Bains, including as a stop on the scenic Yellow Train line in the Pyrenees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Villefranche-de-Conflent–Vernet-les-Bains station
Target entity description: Villefranche-de-Conflent–Vernet-les-Bains station is a railway station in southern France that serves the town of Villefranche-de-Conflent and the nearby spa resort of Vernet-les-Bains, including as a stop on the scenic Yellow Train line in the Pyrenees.
  • A. 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.
  • B. Cagnes-sur-Mer station
    Cagnes-sur-Mer station is a railway station in the coastal town of Cagnes-sur-Mer in southeastern France, serving regional train connections along the French Riviera.
  • C. Bagnols-sur-Cèze station
    Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
  • D. Tarascon-sur-Ariège station
    Tarascon-sur-Ariège station is a regional railway station in southwestern France serving the town of Tarascon-sur-Ariège on the Toulouse–Latour-de-Carol line through the Pyrenees.
  • E. Rivesaltes railway station
    Rivesaltes railway station is a regional train station in southern France that serves the town of Rivesaltes and connects it to the wider Occitanie rail 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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67871bfdc8190948c46497cd675c9 completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087089e0408190be8394376cdec110 completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a087129ce3c8190a67ac34ec697ad31 completed May 16, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0871e3573c81908216b5e508374081 completed May 16, 2026, 1:32 p.m.
Created at: April 16, 2026, 11:26 a.m.