Triple

T9196186
Position Surface form Disambiguated ID Type / Status
Subject La Roche-sur-Foron E220713 entity
Predicate hasRailwayStation P918 FINISHED
Object Gare de La Roche-sur-Foron
Gare de La Roche-sur-Foron is a regional railway station in the town of La Roche-sur-Foron in southeastern France, serving as a local transport hub in the Haute-Savoie area.
E783715 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: Gare de La Roche-sur-Foron | Statement: [La Roche-sur-Foron, hasRailwayStation, Gare de La Roche-sur-Foron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gare de La Roche-sur-Foron
Context triple: [La Roche-sur-Foron, hasRailwayStation, Gare de La Roche-sur-Foron]
  • A. Gare de Bellegarde
    Gare de Bellegarde is a regional and international railway station in eastern France that serves as a key junction on routes between Lyon, Geneva, and the Jura region.
  • B. 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.
  • C. Gare de Montbrison
    Gare de Montbrison is the main railway station serving the town of Montbrison in central France, providing regional train connections within the Loire department.
  • D. Gare de Guéret
    Gare de Guéret is the main railway station serving the town of Guéret in the Creuse department of central France, providing regional train connections to surrounding cities.
  • E. Gare de Tulle
    Gare de Tulle is the main railway station serving the town of Tulle in the Corrèze department of south-central France, providing regional train 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: Gare de La Roche-sur-Foron
Triple: [La Roche-sur-Foron, hasRailwayStation, Gare de La Roche-sur-Foron]
Generated description
Gare de La Roche-sur-Foron is a regional railway station in the town of La Roche-sur-Foron in southeastern France, serving as a local transport hub in the Haute-Savoie area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gare de La Roche-sur-Foron
Target entity description: Gare de La Roche-sur-Foron is a regional railway station in the town of La Roche-sur-Foron in southeastern France, serving as a local transport hub in the Haute-Savoie area.
  • A. Gare de Bellegarde
    Gare de Bellegarde is a regional and international railway station in eastern France that serves as a key junction on routes between Lyon, Geneva, and the Jura region.
  • B. 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.
  • C. Gare de Montbrison
    Gare de Montbrison is the main railway station serving the town of Montbrison in central France, providing regional train connections within the Loire department.
  • D. Gare de Guéret
    Gare de Guéret is the main railway station serving the town of Guéret in the Creuse department of central France, providing regional train connections to surrounding cities.
  • E. Gare de Tulle
    Gare de Tulle is the main railway station serving the town of Tulle in the Corrèze department of south-central France, providing regional train 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd87d6460819097234b5dd3f749b4 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c36d7208190a593923bad3d18e7 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05cb45280819096747ff8f7d5c2a0 completed April 4, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69d05d5d29f4819081c28b24cb2058b0 completed April 4, 2026, 12:37 a.m.
Created at: March 30, 2026, 7:25 p.m.