Triple

T22815800
Position Surface form Disambiguated ID Type / Status
Subject Tilburg railway station E565094 entity
Predicate railwayLine P848 FINISHED
Object Tilburg–Baarle-Nassau railway
The Tilburg–Baarle-Nassau railway was a regional rail line in the Netherlands connecting the city of Tilburg with the border area near Baarle-Nassau, historically used for both passenger and freight transport.
 E1561049 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: Tilburg–Baarle-Nassau railway | Statement: [Tilburg railway station, railwayLine, Tilburg–Baarle-Nassau railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tilburg–Baarle-Nassau railway
Context triple: [Tilburg railway station, railwayLine, Tilburg–Baarle-Nassau railway]
  • A. Eindhoven–Helmond–Deurne railway
    The Eindhoven–Helmond–Deurne railway is a Dutch regional rail line in North Brabant that connects the city of Eindhoven with the towns of Helmond and Deurne as part of the national railway network.
  • B. Eindhoven–Breda railway
    The Eindhoven–Breda railway is a Dutch rail line in the southern Netherlands that connects the cities of Eindhoven and Breda, serving as an important regional passenger and freight corridor.
  • C. Utrecht–Den Bosch railway
    The Utrecht–Den Bosch railway is a major Dutch mainline rail route connecting the central hub of Utrecht with the city of ’s‑Hertogenbosch, forming part of the core north–south rail corridor in the Netherlands.
  • D. Nijmegen–Venlo railway
    The Nijmegen–Venlo railway is a regional rail line in the Netherlands connecting the cities of Nijmegen and Venlo as part of the country’s passenger and freight rail network.
  • E. Tilburg–Nijmegen railway
    The Tilburg–Nijmegen railway is a Dutch rail line in the southern Netherlands that connects the cities of Tilburg and Nijmegen via intermediate towns such as Oss.
  • 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: Tilburg–Baarle-Nassau railway
Triple: [Tilburg railway station, railwayLine, Tilburg–Baarle-Nassau railway]
Generated description
The Tilburg–Baarle-Nassau railway was a regional rail line in the Netherlands connecting the city of Tilburg with the border area near Baarle-Nassau, historically used for both passenger and freight transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tilburg–Baarle-Nassau railway
Target entity description: The Tilburg–Baarle-Nassau railway was a regional rail line in the Netherlands connecting the city of Tilburg with the border area near Baarle-Nassau, historically used for both passenger and freight transport.
  • A. Eindhoven–Helmond–Deurne railway
    The Eindhoven–Helmond–Deurne railway is a Dutch regional rail line in North Brabant that connects the city of Eindhoven with the towns of Helmond and Deurne as part of the national railway network.
  • B. Eindhoven–Breda railway
    The Eindhoven–Breda railway is a Dutch rail line in the southern Netherlands that connects the cities of Eindhoven and Breda, serving as an important regional passenger and freight corridor.
  • C. Utrecht–Den Bosch railway
    The Utrecht–Den Bosch railway is a major Dutch mainline rail route connecting the central hub of Utrecht with the city of ’s‑Hertogenbosch, forming part of the core north–south rail corridor in the Netherlands.
  • D. Nijmegen–Venlo railway
    The Nijmegen–Venlo railway is a regional rail line in the Netherlands connecting the cities of Nijmegen and Venlo as part of the country’s passenger and freight rail network.
  • E. Tilburg–Nijmegen railway
    The Tilburg–Nijmegen railway is a Dutch rail line in the southern Netherlands that connects the cities of Tilburg and Nijmegen via intermediate towns such as Oss.
  • 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_69e2458426188190b58b8ab4844fe420 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17dcb872881909a031d8560635fce completed April 29, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9adf42881908d9e8d6cd3241c27 completed May 19, 2026, 1:15 a.m.
NEDg Description generation batch_6a0bbab0668881908fae2a726d79689a completed May 19, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbb272ca48190acd6c4a7de4f9cd7 completed May 19, 2026, 1:21 a.m.
Created at: April 17, 2026, 3:33 p.m.