Triple

T18558579
Position Surface form Disambiguated ID Type / Status
Subject Heerlen E453569 entity
Predicate hasRailwayStation P918 FINISHED
Object Heerlen railway station
Heerlen railway station is a major rail hub in the city of Heerlen in the Netherlands, providing regional and intercity train connections.
 E1330213 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: Heerlen railway station | Statement: [Heerlen, hasRailwayStation, Heerlen railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heerlen railway station
Context triple: [Heerlen, hasRailwayStation, Heerlen railway station]
  • A. Gorinchem railway station
    Gorinchem railway station is a regional train station in the Dutch city of Gorinchem, providing local rail connections within the Netherlands.
  • B. 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.
  • C. 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.
  • D. Rolandswerth station
    Rolandswerth station is a small regional railway stop in the Rolandswerth area of Remagen, Germany, serving local passenger traffic along the Rhine.
  • E. Roosendaal railway station
    Roosendaal railway station is a major rail hub in the Netherlands, serving as an important junction for both domestic and international train services, including routes toward Belgium.
  • 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: Heerlen railway station
Triple: [Heerlen, hasRailwayStation, Heerlen railway station]
Generated description
Heerlen railway station is a major rail hub in the city of Heerlen in the Netherlands, providing regional and intercity train connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heerlen railway station
Target entity description: Heerlen railway station is a major rail hub in the city of Heerlen in the Netherlands, providing regional and intercity train connections.
  • A. Gorinchem railway station
    Gorinchem railway station is a regional train station in the Dutch city of Gorinchem, providing local rail connections within the Netherlands.
  • B. 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.
  • C. 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.
  • D. Rolandswerth station
    Rolandswerth station is a small regional railway stop in the Rolandswerth area of Remagen, Germany, serving local passenger traffic along the Rhine.
  • E. Roosendaal railway station
    Roosendaal railway station is a major rail hub in the Netherlands, serving as an important junction for both domestic and international train services, including routes toward Belgium.
  • 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_69d8d388b0c881908e610a1c45b52640 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53808c3fc8190aac38b29296cee13 completed April 19, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ae3eb148190a7e2583f26c1a0eb completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c355cb08190a63addeba8293e5c completed May 13, 2026, 3:43 p.m.
NED2 Entity disambiguation (via description) batch_6a049cfa32588190a6e4abf128aced0a completed May 13, 2026, 3:47 p.m.
Created at: April 10, 2026, 11:41 a.m.