Triple

T17013680
Position Surface form Disambiguated ID Type / Status
Subject Dieren E412762 entity
Predicate railwayLine P848 FINISHED
Object Arnhem–Zutphen railway line
The Arnhem–Zutphen railway line is a Dutch regional rail route in the eastern Netherlands that connects the city of Arnhem with Zutphen, serving several intermediate towns along the way.
E1248206 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: Arnhem–Zutphen railway line | Statement: [Dieren, railwayLine, Arnhem–Zutphen railway line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arnhem–Zutphen railway line
Context triple: [Dieren, railwayLine, Arnhem–Zutphen railway line]
  • A. Amsterdam–Zutphen railway line
    The Amsterdam–Zutphen railway line is a major Dutch rail route connecting Amsterdam with the eastern city of Zutphen, serving as an important corridor for both regional and intercity train services.
  • B. Arnhem–Winterswijk railway
    The Arnhem–Winterswijk railway is a regional rail line in the eastern Netherlands that connects the city of Arnhem with the town of Winterswijk, serving intermediate communities in Gelderland.
  • C. Zutphen–Apeldoorn railway
    The Zutphen–Apeldoorn railway is a regional rail line in the Netherlands connecting the cities of Zutphen and Apeldoorn in the province of Gelderland.
  • D. Zutphen–Deventer railway
    The Zutphen–Deventer railway is a regional rail line in the eastern Netherlands that connects the cities of Zutphen and Deventer as part of the country’s intercity and local passenger network.
  • E. Amersfoort–Zwolle railway
    The Amersfoort–Zwolle railway is a key rail corridor in the Netherlands connecting the central city of Amersfoort with the northeastern hub of Zwolle, serving multiple intermediate towns.
  • 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: Arnhem–Zutphen railway line
Triple: [Dieren, railwayLine, Arnhem–Zutphen railway line]
Generated description
The Arnhem–Zutphen railway line is a Dutch regional rail route in the eastern Netherlands that connects the city of Arnhem with Zutphen, serving several intermediate towns along the way.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arnhem–Zutphen railway line
Target entity description: The Arnhem–Zutphen railway line is a Dutch regional rail route in the eastern Netherlands that connects the city of Arnhem with Zutphen, serving several intermediate towns along the way.
  • A. Amsterdam–Zutphen railway line
    The Amsterdam–Zutphen railway line is a major Dutch rail route connecting Amsterdam with the eastern city of Zutphen, serving as an important corridor for both regional and intercity train services.
  • B. Arnhem–Winterswijk railway
    The Arnhem–Winterswijk railway is a regional rail line in the eastern Netherlands that connects the city of Arnhem with the town of Winterswijk, serving intermediate communities in Gelderland.
  • C. Zutphen–Apeldoorn railway
    The Zutphen–Apeldoorn railway is a regional rail line in the Netherlands connecting the cities of Zutphen and Apeldoorn in the province of Gelderland.
  • D. Zutphen–Deventer railway
    The Zutphen–Deventer railway is a regional rail line in the eastern Netherlands that connects the cities of Zutphen and Deventer as part of the country’s intercity and local passenger network.
  • E. Amersfoort–Zwolle railway
    The Amersfoort–Zwolle railway is a key rail corridor in the Netherlands connecting the central city of Amersfoort with the northeastern hub of Zwolle, serving multiple intermediate towns.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d47dab688190bf486bcf0b40ed4f completed April 18, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01233311648190b5f8a8e7c209d124 completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a0124f158a08190a803b37378a2c253 completed May 11, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_6a012569322081908b60694851d50e4b completed May 11, 2026, 12:40 a.m.
Created at: April 10, 2026, 5:33 a.m.