Triple

T14918657
Position Surface form Disambiguated ID Type / Status
Subject municipality of Voorst E371448 entity
Predicate hasTransport P1298 FINISHED
Object railway station Twello
Railway station Twello is a local train station in the village of Twello in the Netherlands, providing regional rail connections for residents and commuters in the municipality of Voorst.
E1126829 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: railway station Twello | Statement: [municipality of Voorst, hasTransport, railway station Twello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: railway station Twello
Context triple: [municipality of Voorst, hasTransport, railway station Twello]
  • A. Zwolle railway station
    Zwolle railway station is a major rail hub in the northeastern Netherlands, serving as an important junction for regional and intercity train services.
  • B. Ruurlo railway station
    Ruurlo railway station is a local train station in the village of Ruurlo in the Netherlands, serving regional rail services.
  • C. Boxtel railway station
    Boxtel railway station is a regional train station in the town of Boxtel in the Netherlands, serving as a local transport hub on several important rail routes.
  • D. Leven railway station
    Leven railway station is a railway station in Leven, Fife, Scotland, serving the town as part of the regional rail network.
  • E. Voorschoten railway station
    Voorschoten railway station is a local train station in the town of Voorschoten in the Netherlands, serving regional rail connections between major Dutch cities.
  • 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: railway station Twello
Triple: [municipality of Voorst, hasTransport, railway station Twello]
Generated description
Railway station Twello is a local train station in the village of Twello in the Netherlands, providing regional rail connections for residents and commuters in the municipality of Voorst.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: railway station Twello
Target entity description: Railway station Twello is a local train station in the village of Twello in the Netherlands, providing regional rail connections for residents and commuters in the municipality of Voorst.
  • A. Zwolle railway station
    Zwolle railway station is a major rail hub in the northeastern Netherlands, serving as an important junction for regional and intercity train services.
  • B. Ruurlo railway station
    Ruurlo railway station is a local train station in the village of Ruurlo in the Netherlands, serving regional rail services.
  • C. Boxtel railway station
    Boxtel railway station is a regional train station in the town of Boxtel in the Netherlands, serving as a local transport hub on several important rail routes.
  • D. Leven railway station
    Leven railway station is a railway station in Leven, Fife, Scotland, serving the town as part of the regional rail network.
  • E. Voorschoten railway station
    Voorschoten railway station is a local train station in the town of Voorschoten in the Netherlands, serving regional rail connections between major Dutch cities.
  • 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded62f76bc81909ebc8899096cd1a0 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72bf2120819099df39bdc1da691b completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe7360c11481908e2e5127b466e31b completed May 8, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_69fe743c37308190a045ef5f0ade8508 completed May 8, 2026, 11:39 p.m.
Created at: April 10, 2026, 2:33 a.m.