Triple

T21164017
Position Surface form Disambiguated ID Type / Status
Subject Helmond E521510 entity
Predicate hasRailwayStation P918 FINISHED
Object Helmond Brouwhuis railway station
Helmond Brouwhuis railway station is a local train station in the Brouwhuis district of Helmond in the Netherlands, serving regional commuter traffic.
 E1471056 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: Helmond Brouwhuis railway station | Statement: [Helmond, hasRailwayStation, Helmond Brouwhuis railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helmond Brouwhuis railway station
Context triple: [Helmond, hasRailwayStation, Helmond Brouwhuis railway station]
  • A. Helmond railway station
    Helmond railway station is a regional train station in the Dutch city of Helmond that serves as a local transport hub on the railway line between Eindhoven and Venlo.
  • B. Gorinchem railway station
    Gorinchem railway station is a regional train station in the Dutch city of Gorinchem, providing local rail connections within the Netherlands.
  • C. Almelo railway station
    Almelo railway station is a regional rail hub in the Dutch city of Almelo, serving as an important stop on the railway line in the province of Overijssel.
  • D. Hoorn Kersenboogerd railway station
    Hoorn Kersenboogerd railway station is a suburban rail station serving the Kersenboogerd district of Hoorn in the Netherlands, providing regional train connections.
  • E. 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.
  • 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: Helmond Brouwhuis railway station
Triple: [Helmond, hasRailwayStation, Helmond Brouwhuis railway station]
Generated description
Helmond Brouwhuis railway station is a local train station in the Brouwhuis district of Helmond in the Netherlands, serving regional commuter traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helmond Brouwhuis railway station
Target entity description: Helmond Brouwhuis railway station is a local train station in the Brouwhuis district of Helmond in the Netherlands, serving regional commuter traffic.
  • A. Helmond railway station
    Helmond railway station is a regional train station in the Dutch city of Helmond that serves as a local transport hub on the railway line between Eindhoven and Venlo.
  • B. Gorinchem railway station
    Gorinchem railway station is a regional train station in the Dutch city of Gorinchem, providing local rail connections within the Netherlands.
  • C. Almelo railway station
    Almelo railway station is a regional rail hub in the Dutch city of Almelo, serving as an important stop on the railway line in the province of Overijssel.
  • D. Hoorn Kersenboogerd railway station
    Hoorn Kersenboogerd railway station is a suburban rail station serving the Kersenboogerd district of Hoorn in the Netherlands, providing regional train connections.
  • E. 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.
  • 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_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72533fe88819082e14d71c36140be completed April 21, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09756daa488190a9d70f10e7f18b65 completed May 17, 2026, 7:59 a.m.
NEDg Description generation batch_6a0979844c9481908f432a81906f4658 completed May 17, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_6a097a0884a481909190be5c03261b8b completed May 17, 2026, 8:19 a.m.
Created at: April 16, 2026, 2:59 p.m.