Triple

T7787368
Position Surface form Disambiguated ID Type / Status
Subject La Charité-sur-Loire E187280 entity
Predicate transport P230 FINISHED
Object La Charité-sur-Loire railway station
La Charité-sur-Loire railway station is a regional train station in the town of La Charité-sur-Loire in central France, serving as a stop on the railway line along the Loire River.
E692870 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 Charité-sur-Loire railway station | Statement: [La Charité-sur-Loire, transport, La Charité-sur-Loire railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: La Charité-sur-Loire railway station
Context triple: [La Charité-sur-Loire, transport, La Charité-sur-Loire railway station]
  • A. Chalonnes-sur-Loire railway station
    Chalonnes-sur-Loire railway station is a local French train station serving the town of Chalonnes-sur-Loire in the Maine-et-Loire department of western France.
  • B. Gare de Châteauroux
    Gare de Châteauroux is the main railway station serving the town of Châteauroux 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. Gare de Saint-Pierre-des-Corps
    Gare de Saint-Pierre-des-Corps is a major railway junction in central France that serves as the principal high-speed and regional rail hub for the Tours area.
  • E. Gare d'Issoire
    Gare d'Issoire is the main railway station serving the town of Issoire in the Puy-de-Dôme department of 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: La Charité-sur-Loire railway station
Triple: [La Charité-sur-Loire, transport, La Charité-sur-Loire railway station]
Generated description
La Charité-sur-Loire railway station is a regional train station in the town of La Charité-sur-Loire in central France, serving as a stop on the railway line along the Loire River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: La Charité-sur-Loire railway station
Target entity description: La Charité-sur-Loire railway station is a regional train station in the town of La Charité-sur-Loire in central France, serving as a stop on the railway line along the Loire River.
  • A. Chalonnes-sur-Loire railway station
    Chalonnes-sur-Loire railway station is a local French train station serving the town of Chalonnes-sur-Loire in the Maine-et-Loire department of western France.
  • B. Gare de Châteauroux
    Gare de Châteauroux is the main railway station serving the town of Châteauroux 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. Gare de Saint-Pierre-des-Corps
    Gare de Saint-Pierre-des-Corps is a major railway junction in central France that serves as the principal high-speed and regional rail hub for the Tours area.
  • E. Gare d'Issoire
    Gare d'Issoire is the main railway station serving the town of Issoire in the Puy-de-Dôme department of 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_69ca82af2d2c8190963861f5e0b8bf21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cae7e779ec8190b77296d9c2ac3210 completed March 30, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf61f77808190a5a1814fe1cb7ae1 completed March 30, 2026, 10:15 p.m.
NEDg Description generation batch_69caf81ff934819094f8089b0bd8dde7 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69cafa512e748190a52fe462d3d59f06 completed March 30, 2026, 10:33 p.m.
Created at: March 30, 2026, 4:24 p.m.