Triple

T15028515
Position Surface form Disambiguated ID Type / Status
Subject Arnhem–Winterswijk railway E378277 entity
Predicate hasStation P35 FINISHED
Object Doetinchem station
Doetinchem station is a regional railway station in the Dutch town of Doetinchem, serving as a local transport hub in the province of Gelderland.
E1133940 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: Doetinchem station | Statement: [Arnhem–Winterswijk railway, hasStation, Doetinchem station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doetinchem station
Context triple: [Arnhem–Winterswijk railway, hasStation, Doetinchem station]
  • A. ’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.
  • B. Beekkant station
    Beekkant station is a Brussels Metro interchange station in the municipality of Molenbeek-Saint-Jean, serving multiple metro lines on the western side of the city.
  • C. 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.
  • D. Duivendrecht railway station
    Duivendrecht railway station is a major interchange station near Amsterdam that connects multiple regional and national rail lines, including services toward Arnhem.
  • E. 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.
  • 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: Doetinchem station
Triple: [Arnhem–Winterswijk railway, hasStation, Doetinchem station]
Generated description
Doetinchem station is a regional railway station in the Dutch town of Doetinchem, serving as a local transport hub in the province of Gelderland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doetinchem station
Target entity description: Doetinchem station is a regional railway station in the Dutch town of Doetinchem, serving as a local transport hub in the province of Gelderland.
  • A. ’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.
  • B. Beekkant station
    Beekkant station is a Brussels Metro interchange station in the municipality of Molenbeek-Saint-Jean, serving multiple metro lines on the western side of the city.
  • C. 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.
  • D. Duivendrecht railway station
    Duivendrecht railway station is a major interchange station near Amsterdam that connects multiple regional and national rail lines, including services toward Arnhem.
  • E. 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.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7e0e8c88190ac6f5786b4d4040f completed April 15, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9dd967588190821cf47e9734db21 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9e5dbbe0819084567688758b0245 completed May 9, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fe9eedca1481908ce438991184d62e completed May 9, 2026, 2:41 a.m.
Created at: April 10, 2026, 2:58 a.m.