Triple

T19559467
Position Surface form Disambiguated ID Type / Status
Subject Firminy E489403 entity
Predicate hasTransport P1298 FINISHED
Object Firminy railway station
Firminy railway station is a regional train station in Firminy, France, serving as a local hub for passenger rail services in the Loire department.
E1402947 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: Firminy railway station | Statement: [Firminy, hasTransport, Firminy railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Firminy railway station
Context triple: [Firminy, hasTransport, Firminy railway station]
  • A. République–Villeurbanne station
    République–Villeurbanne station is an underground metro stop in the suburb of Villeurbanne that serves passengers on Lyon’s rapid transit network.
  • B. Conflans-Sainte-Honorine station
    Conflans-Sainte-Honorine station is a French railway station serving the commune of Conflans-Sainte-Honorine in the Île-de-France region, providing regional and suburban rail connections to the Paris metropolitan area.
  • C. Gare de Villeurbanne
    Gare de Villeurbanne is a tram and rail station in the eastern suburbs of Lyon, France, serving the commune of Villeurbanne as part of the city’s public transport network.
  • D. Mouans-Sartoux station
    Mouans-Sartoux station is a regional railway station in Mouans-Sartoux, southeastern France, serving local passenger trains on the Cannes–Grasse line.
  • E. Gare de Vénissieux
    Gare de Vénissieux is a major transport hub in the Lyon metropolitan area, serving as both a railway station and a key terminus for the city’s metro and tram networks.
  • 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: Firminy railway station
Triple: [Firminy, hasTransport, Firminy railway station]
Generated description
Firminy railway station is a regional train station in Firminy, France, serving as a local hub for passenger rail services in the Loire department.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Firminy railway station
Target entity description: Firminy railway station is a regional train station in Firminy, France, serving as a local hub for passenger rail services in the Loire department.
  • A. République–Villeurbanne station
    République–Villeurbanne station is an underground metro stop in the suburb of Villeurbanne that serves passengers on Lyon’s rapid transit network.
  • B. Conflans-Sainte-Honorine station
    Conflans-Sainte-Honorine station is a French railway station serving the commune of Conflans-Sainte-Honorine in the Île-de-France region, providing regional and suburban rail connections to the Paris metropolitan area.
  • C. Gare de Villeurbanne
    Gare de Villeurbanne is a tram and rail station in the eastern suburbs of Lyon, France, serving the commune of Villeurbanne as part of the city’s public transport network.
  • D. Mouans-Sartoux station
    Mouans-Sartoux station is a regional railway station in Mouans-Sartoux, southeastern France, serving local passenger trains on the Cannes–Grasse line.
  • E. Gare de Vénissieux
    Gare de Vénissieux is a major transport hub in the Lyon metropolitan area, serving as both a railway station and a key terminus for the city’s metro and tram networks.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63f731ae48190ade295c15db7f8ed completed April 20, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07f6ce86a88190b72224d11899673e completed May 16, 2026, 4:47 a.m.
NEDg Description generation batch_6a07f7ede6608190987f40ce0d6f845c completed May 16, 2026, 4:51 a.m.
NED2 Entity disambiguation (via description) batch_6a07f90751bc819093d123ecc689c19f completed May 16, 2026, 4:56 a.m.
Created at: April 10, 2026, 1:42 p.m.