Triple

T9505112
Position Surface form Disambiguated ID Type / Status
Subject Armentières E229247 entity
Predicate hasTransport P1298 FINISHED
Object Armentières railway station
Armentières railway station is a regional train station in northern France that serves the town of Armentières and connects it to larger cities in the Hauts-de-France region.
 E803250 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: Armentières railway station | Statement: [Armentières, hasTransport, Armentières railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armentières railway station
Context triple: [Armentières, hasTransport, Armentières railway station]
  • A. Saint-Omer railway station
    Saint-Omer railway station is a regional train station in the town of Saint-Omer in northern France, serving as a local hub for passenger rail services.
  • B. Étaples–Le Touquet railway station
    Étaples–Le Touquet railway station is a regional train station in northern France serving the towns of Étaples and the nearby seaside resort of Le Touquet.
  • C. Le Cateau station
    Le Cateau station is a railway station serving the town of Le Cateau-Cambrésis in northern France, providing regional rail connections within the Hauts-de-France area.
  • D. Roubaix station
    Roubaix station is a railway station in the city of Roubaix in northern France, serving regional and local train services.
  • E. Villeneuve-d’Ascq–Pont de Bois station
    Villeneuve-d’Ascq–Pont de Bois station is a public transit stop in Villeneuve d’Ascq, France, serving as part of the local urban transport network.
  • 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: Armentières railway station
Triple: [Armentières, hasTransport, Armentières railway station]
Generated description
Armentières railway station is a regional train station in northern France that serves the town of Armentières and connects it to larger cities in the Hauts-de-France region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Armentières railway station
Target entity description: Armentières railway station is a regional train station in northern France that serves the town of Armentières and connects it to larger cities in the Hauts-de-France region.
  • A. Saint-Omer railway station
    Saint-Omer railway station is a regional train station in the town of Saint-Omer in northern France, serving as a local hub for passenger rail services.
  • B. Étaples–Le Touquet railway station
    Étaples–Le Touquet railway station is a regional train station in northern France serving the towns of Étaples and the nearby seaside resort of Le Touquet.
  • C. Le Cateau station
    Le Cateau station is a railway station serving the town of Le Cateau-Cambrésis in northern France, providing regional rail connections within the Hauts-de-France area.
  • D. Roubaix station
    Roubaix station is a railway station in the city of Roubaix in northern France, serving regional and local train services.
  • E. Villeneuve-d’Ascq–Pont de Bois station
    Villeneuve-d’Ascq–Pont de Bois station is a public transit stop in Villeneuve d’Ascq, France, serving as part of the local urban transport network.
  • 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_69ca847611c48190a28c028644198c75 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9850fe6c8190a5a96cfae12562c6 completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a1de2d88190a6a10379d2297510 completed April 4, 2026, 4:19 p.m.
NEDg Description generation batch_69d13ad61c6c8190baad9c4f166ca1ae completed April 4, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69d13b4a7b808190badf83c88fb06b82 completed April 4, 2026, 4:24 p.m.
Created at: March 30, 2026, 7:57 p.m.