Triple

T9043411
Position Surface form Disambiguated ID Type / Status
Subject Étaples, France E216694 entity
Predicate hasTransport P1298 FINISHED
Object 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.
 E775345 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: Étaples–Le Touquet railway station | Statement: [Étaples, France, hasTransport, Étaples–Le Touquet railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Étaples–Le Touquet railway station
Context triple: [Étaples, France, hasTransport, Étaples–Le Touquet railway station]
  • A. 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.
  • B. Calais-Fréthun railway station
    Calais-Fréthun railway station is an international rail hub in northern France that connects Calais to high-speed domestic and cross-Channel services, including Eurostar trains.
  • C. Villeneuve-d’Ascq–Triolo station
    Villeneuve-d’Ascq–Triolo station is a metro stop on the Lille Metro system serving the Triolo district of Villeneuve-d’Ascq in northern France.
  • D. Gare de Valenciennes
    Gare de Valenciennes is the main railway station serving the city of Valenciennes in northern France, providing regional and intercity train connections.
  • E. Amiens railway station
    Amiens railway station is the main rail hub of the city of Amiens in northern 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: Étaples–Le Touquet railway station
Triple: [Étaples, France, hasTransport, Étaples–Le Touquet railway station]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Étaples–Le Touquet railway station
Target entity description: 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.
  • A. 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.
  • B. Calais-Fréthun railway station
    Calais-Fréthun railway station is an international rail hub in northern France that connects Calais to high-speed domestic and cross-Channel services, including Eurostar trains.
  • C. Villeneuve-d’Ascq–Triolo station
    Villeneuve-d’Ascq–Triolo station is a metro stop on the Lille Metro system serving the Triolo district of Villeneuve-d’Ascq in northern France.
  • D. Gare de Valenciennes
    Gare de Valenciennes is the main railway station serving the city of Valenciennes in northern France, providing regional and intercity train connections.
  • E. Amiens railway station
    Amiens railway station is the main rail hub of the city of Amiens in northern 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_69ca83d22d488190adbce5e020e9cd1d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6b1228748190be0c4afe6e0bd9a3 completed April 1, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfeba4c5f48190b7fc85f2137dd93e completed April 3, 2026, 4:32 p.m.
NEDg Description generation batch_69cfecf7fce08190a9b80044a2ae9745 completed April 3, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69cff0ea8c388190bd95233db9c69038 completed April 3, 2026, 4:55 p.m.
Created at: March 30, 2026, 7:09 p.m.