Triple

T22219893
Position Surface form Disambiguated ID Type / Status
Subject Heusden-Zolder E549180 entity
Predicate hasTransport P1298 FINISHED
Object Heusden-Zolder railway station
Heusden-Zolder railway station is a local train station in the municipality of Heusden-Zolder, Belgium, providing regional rail connections for passengers in the area.
 E1527142 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: Heusden-Zolder railway station | Statement: [Heusden-Zolder, hasTransport, Heusden-Zolder railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heusden-Zolder railway station
Context triple: [Heusden-Zolder, hasTransport, Heusden-Zolder railway station]
  • A. Zottegem railway station
    Zottegem railway station is a Belgian train station in the city of Zottegem that serves as a regional transport hub on the railway network in East Flanders.
  • B. 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.
  • C. Heeze railway station
    Heeze railway station is a local train station in the village of Heeze in North Brabant, Netherlands, serving regional rail services on the Eindhoven–Weert line.
  • D. Zaltbommel railway station
    Zaltbommel railway station is a regional train station in the town of Zaltbommel in the Netherlands, providing passenger services on the main line between Utrecht and ’s-Hertogenbosch.
  • E. Dronten railway station
    Dronten railway station is a Dutch railway stop in the town of Dronten, serving as part of the modern Hanzelijn route between Lelystad and Zwolle.
  • 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: Heusden-Zolder railway station
Triple: [Heusden-Zolder, hasTransport, Heusden-Zolder railway station]
Generated description
Heusden-Zolder railway station is a local train station in the municipality of Heusden-Zolder, Belgium, providing regional rail connections for passengers in the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heusden-Zolder railway station
Target entity description: Heusden-Zolder railway station is a local train station in the municipality of Heusden-Zolder, Belgium, providing regional rail connections for passengers in the area.
  • A. Zottegem railway station
    Zottegem railway station is a Belgian train station in the city of Zottegem that serves as a regional transport hub on the railway network in East Flanders.
  • B. 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.
  • C. Heeze railway station
    Heeze railway station is a local train station in the village of Heeze in North Brabant, Netherlands, serving regional rail services on the Eindhoven–Weert line.
  • D. Zaltbommel railway station
    Zaltbommel railway station is a regional train station in the town of Zaltbommel in the Netherlands, providing passenger services on the main line between Utrecht and ’s-Hertogenbosch.
  • E. Dronten railway station
    Dronten railway station is a Dutch railway stop in the town of Dronten, serving as part of the modern Hanzelijn route between Lelystad and Zwolle.
  • 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_69e11e403d6481909a94d0aaf157f6ef completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12b8fa3d081908db0a0556b009d8f completed April 28, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab65050e8819098e827decba3b93c completed May 18, 2026, 6:48 a.m.
NEDg Description generation batch_6a0ab71a626c8190bb4cf0afe7bd5255 completed May 18, 2026, 6:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab7ec494c819099e2f4ab7954d542 completed May 18, 2026, 6:55 a.m.
Created at: April 16, 2026, 8:37 p.m.