Triple

T15229162
Position Surface form Disambiguated ID Type / Status
Subject Abbeville E363952 entity
Predicate hasRailConnection P848 FINISHED
Object Abbeville railway station
Abbeville railway station is a regional train station in Abbeville, France, serving as a local transport hub on the French railway network.
 E1144840 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: Abbeville railway station | Statement: [Abbeville, hasRailConnection, Abbeville railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Abbeville railway station
Context triple: [Abbeville, hasRailConnection, Abbeville railway station]
  • A. 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.
  • B. 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.
  • C. Haubourdin railway station
    Haubourdin railway station is a local train station in the town of Haubourdin in northern France, serving regional passenger rail services.
  • D. Angoulême railway station
    Angoulême railway station is a major rail hub in southwestern France that serves the city of Angoulême with regional and high-speed TGV connections.
  • E. 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.
  • 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: Abbeville railway station
Triple: [Abbeville, hasRailConnection, Abbeville railway station]
Generated description
Abbeville railway station is a regional train station in Abbeville, France, serving as a local transport hub on the French railway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Abbeville railway station
Target entity description: Abbeville railway station is a regional train station in Abbeville, France, serving as a local transport hub on the French railway network.
  • A. 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.
  • B. 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.
  • C. Haubourdin railway station
    Haubourdin railway station is a local train station in the town of Haubourdin in northern France, serving regional passenger rail services.
  • D. Angoulême railway station
    Angoulême railway station is a major rail hub in southwestern France that serves the city of Angoulême with regional and high-speed TGV connections.
  • E. 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.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078ccdf48190b34eabd9e24e45a1 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd39d42881908f2ad47613e23bfa completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf277f888190a7e218131740660d completed May 9, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_69fedfa514808190b4a50e87833c5f69 completed May 9, 2026, 7:17 a.m.
Created at: April 10, 2026, 3:12 a.m.