Triple

T7957402
Position Surface form Disambiguated ID Type / Status
Subject Saint-Céré E184773 entity
Predicate hasTransport P1298 FINISHED
Object Saint-Céré railway station
Saint-Céré railway station is a regional train station in the town of Saint-Céré in southwestern France, serving local passenger rail services.
 E702414 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: Saint-Céré railway station | Statement: [Saint-Céré, hasTransport, Saint-Céré railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saint-Céré railway station
Context triple: [Saint-Céré, hasTransport, Saint-Céré railway station]
  • A. 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.
  • B. 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.
  • 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. Agde station
    Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
  • E. Gare de Rodez
    Gare de Rodez is the main railway station serving the town of Rodez in southern France, providing regional and intercity 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: Saint-Céré railway station
Triple: [Saint-Céré, hasTransport, Saint-Céré railway station]
Generated description
Saint-Céré railway station is a regional train station in the town of Saint-Céré in southwestern France, serving local passenger rail services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Saint-Céré railway station
Target entity description: Saint-Céré railway station is a regional train station in the town of Saint-Céré in southwestern France, serving local passenger rail services.
  • A. 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.
  • B. 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.
  • 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. Agde station
    Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
  • E. Gare de Rodez
    Gare de Rodez is the main railway station serving the town of Rodez in southern France, providing regional and intercity 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b7ebb24819094bc011d51ef63fb completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe072ef4c8190a8e078c5280913db completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cbe43a45b48190b2bdc793f2bd3264 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc11c673d88190b2796fb6efac6b09 completed March 31, 2026, 6:26 p.m.
Created at: March 30, 2026, 5:11 p.m.