Triple

T9710212
Position Surface form Disambiguated ID Type / Status
Subject La Roche-sur-Yon E235002 entity
Predicate hasTransport P1298 FINISHED
Object La Roche-sur-Yon railway station
La Roche-sur-Yon railway station is the main passenger rail hub serving the town of La Roche-sur-Yon in the Vendée department of western France.
E816803 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: La Roche-sur-Yon railway station | Statement: [La Roche-sur-Yon, hasTransport, La Roche-sur-Yon railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: La Roche-sur-Yon railway station
Context triple: [La Roche-sur-Yon, hasTransport, La Roche-sur-Yon railway station]
  • A. Oyonnax railway station
    Oyonnax railway station is a regional train station in the town of Oyonnax in eastern France, serving as a local hub for passenger rail connections within the Auvergne-Rhône-Alpes region.
  • B. Roanne railway station
    Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
  • C. Bordeaux-Saint-Jean station
    Bordeaux-Saint-Jean station is the main railway hub of Bordeaux in southwestern France, serving as a major high-speed and regional train interchange on the national rail network.
  • D. Niort railway station
    Niort railway station is the main train station serving the town of Niort in western France, providing regional and intercity rail connections.
  • E. Poitiers railway station
    Poitiers railway station is the main train station serving the city of Poitiers in western France, providing regional and high-speed rail connections.
  • 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: La Roche-sur-Yon railway station
Triple: [La Roche-sur-Yon, hasTransport, La Roche-sur-Yon railway station]
Generated description
La Roche-sur-Yon railway station is the main passenger rail hub serving the town of La Roche-sur-Yon in the Vendée department of western France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: La Roche-sur-Yon railway station
Target entity description: La Roche-sur-Yon railway station is the main passenger rail hub serving the town of La Roche-sur-Yon in the Vendée department of western France.
  • A. Oyonnax railway station
    Oyonnax railway station is a regional train station in the town of Oyonnax in eastern France, serving as a local hub for passenger rail connections within the Auvergne-Rhône-Alpes region.
  • B. Roanne railway station
    Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
  • C. Bordeaux-Saint-Jean station
    Bordeaux-Saint-Jean station is the main railway hub of Bordeaux in southwestern France, serving as a major high-speed and regional train interchange on the national rail network.
  • D. Niort railway station
    Niort railway station is the main train station serving the town of Niort in western France, providing regional and intercity rail connections.
  • E. Poitiers railway station
    Poitiers railway station is the main train station serving the city of Poitiers in western France, providing regional and high-speed rail connections.
  • 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_69ca84cd8fa0819090a5e243ceb37003 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9da8eaa08190b3ba148d85c5cec5 completed April 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f8876748190b0b5efb12031f532 completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a03e88748190b888d6ee2ad2f0f9 completed April 4, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69d1a0c05aa88190a93b0b71bef5c417 completed April 4, 2026, 11:37 p.m.
Created at: March 30, 2026, 8:19 p.m.