Triple

T5285785
Position Surface form Disambiguated ID Type / Status
Subject Fleurus, Hainaut, Belgium E119614 entity
Predicate hasRailwayStation P918 FINISHED
Object Fleurus railway station
Fleurus railway station is a local passenger rail stop serving the town of Fleurus in the province of Hainaut, Belgium.
 E508992 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: Fleurus railway station | Statement: [Fleurus, Hainaut, Belgium, hasRailwayStation, Fleurus railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fleurus railway station
Context triple: [Fleurus, Hainaut, Belgium, hasRailwayStation, Fleurus railway station]
  • A. La Hulpe railway station
    La Hulpe railway station is a local train station in La Hulpe, Belgium, providing regional rail connections for commuters and travelers.
  • B. Lille-Flandres station
    Lille-Flandres station is the main central railway station in Lille, France, serving regional and national train services.
  • C. Vilvoorde railway station
    Vilvoorde railway station is a passenger rail station in Vilvoorde, Belgium, serving as a local and regional transport hub within the Brussels metropolitan area.
  • D. Breukelen railway station
    Breukelen railway station is a regional train station in the Dutch town of Breukelen, providing rail connections between Amsterdam, Utrecht, and surrounding areas.
  • E. Roermond railway station
    Roermond railway station is a major rail hub in the Dutch province of Limburg, serving as an important junction for regional and intercity train services.
  • 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: Fleurus railway station
Triple: [Fleurus, Hainaut, Belgium, hasRailwayStation, Fleurus railway station]
Generated description
Fleurus railway station is a local passenger rail stop serving the town of Fleurus in the province of Hainaut, Belgium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fleurus railway station
Target entity description: Fleurus railway station is a local passenger rail stop serving the town of Fleurus in the province of Hainaut, Belgium.
  • A. La Hulpe railway station
    La Hulpe railway station is a local train station in La Hulpe, Belgium, providing regional rail connections for commuters and travelers.
  • B. Lille-Flandres station
    Lille-Flandres station is the main central railway station in Lille, France, serving regional and national train services.
  • C. Vilvoorde railway station
    Vilvoorde railway station is a passenger rail station in Vilvoorde, Belgium, serving as a local and regional transport hub within the Brussels metropolitan area.
  • D. Breukelen railway station
    Breukelen railway station is a regional train station in the Dutch town of Breukelen, providing rail connections between Amsterdam, Utrecht, and surrounding areas.
  • E. Roermond railway station
    Roermond railway station is a major rail hub in the Dutch province of Limburg, serving as an important junction for regional and intercity train services.
  • 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84d7de908190820c31fe6eb98dac completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06e98e48819091c666cf7872a7f8 completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf0af33a088190a9302dfcfa632155 completed March 21, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_69bf0b5143148190acf674627ff951ca completed March 21, 2026, 9:19 p.m.
Created at: March 20, 2026, 1:52 p.m.