Triple

T4367672
Position Surface form Disambiguated ID Type / Status
Subject Bourg-en-Bresse E98816 entity
Predicate hasTransport P1298 FINISHED
Object Bourg-en-Bresse railway station
Bourg-en-Bresse railway station is the main train station serving the town of Bourg-en-Bresse in eastern France, providing regional and long-distance rail connections.
 E433779 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: Bourg-en-Bresse railway station | Statement: [Bourg-en-Bresse, hasTransport, Bourg-en-Bresse railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bourg-en-Bresse railway station
Context triple: [Bourg-en-Bresse, hasTransport, Bourg-en-Bresse railway station]
  • A. Troyes station
    Troyes station is the main railway station serving the city of Troyes in northeastern France, providing regional and intercity train connections.
  • B. Dijon-Ville railway station
    Dijon-Ville railway station is the main train station in Dijon, France, serving as a key regional and national hub for high-speed and conventional rail services.
  • C. Gagny station
    Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
  • D. Nid d'Aigle station
    Nid d'Aigle station is a high-altitude terminus of the Mont Blanc Tramway in the French Alps, serving as a popular starting point for mountaineers and hikers heading toward Mont Blanc.
  • E. Reims-Maison-Blanche station
    Reims-Maison-Blanche station is a local railway station serving the city of Reims in northeastern France.
  • 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: Bourg-en-Bresse railway station
Triple: [Bourg-en-Bresse, hasTransport, Bourg-en-Bresse railway station]
Generated description
Bourg-en-Bresse railway station is the main train station serving the town of Bourg-en-Bresse in eastern France, providing regional and long-distance rail connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bourg-en-Bresse railway station
Target entity description: Bourg-en-Bresse railway station is the main train station serving the town of Bourg-en-Bresse in eastern France, providing regional and long-distance rail connections.
  • A. Troyes station
    Troyes station is the main railway station serving the city of Troyes in northeastern France, providing regional and intercity train connections.
  • B. Dijon-Ville railway station
    Dijon-Ville railway station is the main train station in Dijon, France, serving as a key regional and national hub for high-speed and conventional rail services.
  • C. Gagny station
    Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
  • D. Nid d'Aigle station
    Nid d'Aigle station is a high-altitude terminus of the Mont Blanc Tramway in the French Alps, serving as a popular starting point for mountaineers and hikers heading toward Mont Blanc.
  • E. Reims-Maison-Blanche station
    Reims-Maison-Blanche station is a local railway station serving the city of Reims in northeastern France.
  • 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_69b3454db3708190aeafd814413c4c3d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35201be7081908808e81634060f95 completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbcec90881908fe83c83119d99fe completed March 14, 2026, 10:06 p.m.
NEDg Description generation batch_69b5dc3e4c488190a06421cdb3b168c3 completed March 14, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b5e0432bfc8190b18bbe918de1f297 completed March 14, 2026, 10:25 p.m.
Created at: March 12, 2026, 11:17 p.m.