Triple

T6996043
Position Surface form Disambiguated ID Type / Status
Subject Amsterdam–Maastricht rail corridor E162216 entity
Predicate hasKeyHub P31316 FINISHED
Object ’s‑Hertogenbosch station
’s‑Hertogenbosch station is a major railway hub in the southern Netherlands, serving as an important interchange for national and regional train services.
 E659723 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: ’s‑Hertogenbosch station | Statement: [Amsterdam–Maastricht rail corridor, hasKeyHub, ’s‑Hertogenbosch station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ’s‑Hertogenbosch station
Context triple: [Amsterdam–Maastricht rail corridor, hasKeyHub, ’s‑Hertogenbosch station]
  • A. Hilversum station
    Hilversum station is a major railway station in the Dutch city of Hilversum, serving as an important regional and commuter hub in the central Netherlands.
  • B. Apeldoorn station
    Apeldoorn station is a major railway station in the Dutch city of Apeldoorn, serving as an important regional and intercity transport hub in the central Netherlands.
  • C. Venlo railway station
    Venlo railway station is a major rail hub in the southeastern Netherlands, serving as an important regional and cross-border connection point near the German border.
  • D. Nijmegen railway station
    Nijmegen railway station is the main train station serving the Dutch city of Nijmegen, providing regional and intercity rail connections.
  • E. Amsterdam Zuid station
    Amsterdam Zuid station is a major transport interchange in Amsterdam that serves as a key rail and metro hub for both regional and international 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: ’s‑Hertogenbosch station
Triple: [Amsterdam–Maastricht rail corridor, hasKeyHub, ’s‑Hertogenbosch station]
Generated description
’s‑Hertogenbosch station is a major railway hub in the southern Netherlands, serving as an important interchange for national and regional train services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ’s‑Hertogenbosch station
Target entity description: ’s‑Hertogenbosch station is a major railway hub in the southern Netherlands, serving as an important interchange for national and regional train services.
  • A. Hilversum station
    Hilversum station is a major railway station in the Dutch city of Hilversum, serving as an important regional and commuter hub in the central Netherlands.
  • B. Apeldoorn station
    Apeldoorn station is a major railway station in the Dutch city of Apeldoorn, serving as an important regional and intercity transport hub in the central Netherlands.
  • C. Venlo railway station
    Venlo railway station is a major rail hub in the southeastern Netherlands, serving as an important regional and cross-border connection point near the German border.
  • D. Nijmegen railway station
    Nijmegen railway station is the main train station serving the Dutch city of Nijmegen, providing regional and intercity rail connections.
  • E. Amsterdam Zuid station
    Amsterdam Zuid station is a major transport interchange in Amsterdam that serves as a key rail and metro hub for both regional and international 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbedafa48190af0d2b47e3a1e17e completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8029da4688190ae479d3f791aa1c2 completed March 28, 2026, 4:32 p.m.
NEDg Description generation batch_69c80362bcb88190ad8c42f520d7dd56 completed March 28, 2026, 4:35 p.m.
NED2 Entity disambiguation (via description) batch_69c803da5e2c819098814b16d14cf837 completed March 28, 2026, 4:37 p.m.
Created at: March 27, 2026, 2:32 p.m.