Triple

T13530945
Position Surface form Disambiguated ID Type / Status
Subject Nijmegen cycling infrastructure E323128 entity
Predicate partOf P40 FINISHED
Object Nijmegen transport system
The Nijmegen transport system is the integrated network of mobility services in the Dutch city of Nijmegen, encompassing public transit, extensive cycling routes, and road infrastructure that support sustainable urban travel.
E323127 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: Nijmegen transport system | Statement: [Nijmegen cycling infrastructure, partOf, Nijmegen transport system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nijmegen transport system
Context triple: [Nijmegen cycling infrastructure, partOf, Nijmegen transport system]
  • A. The Hague tram network
    The Hague tram network is an extensive urban light rail and tram system serving The Hague and surrounding municipalities in the Netherlands.
  • B. Rotterdam tram network
    The Rotterdam tram network is an extensive urban light rail system serving the city of Rotterdam and its suburbs, providing frequent public transport connections across the metropolitan area.
  • C. Rotterdam urban bus network
    The Rotterdam urban bus network is the city’s primary system of local bus routes, providing extensive public transport coverage across Rotterdam and its surrounding areas.
  • D. Nijmegen railway infrastructure
    Nijmegen railway infrastructure is the network of railway lines, bridges, and related facilities serving the city of Nijmegen and its surrounding region in the Netherlands.
  • E. Amsterdam tram network
    The Amsterdam tram network is an extensive urban light rail system that serves as a primary mode of public transportation throughout Amsterdam, connecting key squares, neighborhoods, and transit hubs.
  • 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: Nijmegen transport system
Triple: [Nijmegen cycling infrastructure, partOf, Nijmegen transport system]
Generated description
The Nijmegen transport system is the integrated network of mobility services in the Dutch city of Nijmegen, encompassing public transit, extensive cycling routes, and road infrastructure that support sustainable urban travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nijmegen transport system
Target entity description: The Nijmegen transport system is the integrated network of mobility services in the Dutch city of Nijmegen, encompassing public transit, extensive cycling routes, and road infrastructure that support sustainable urban travel.
  • A. The Hague tram network
    The Hague tram network is an extensive urban light rail and tram system serving The Hague and surrounding municipalities in the Netherlands.
  • B. Rotterdam tram network
    The Rotterdam tram network is an extensive urban light rail system serving the city of Rotterdam and its suburbs, providing frequent public transport connections across the metropolitan area.
  • C. Rotterdam urban bus network
    The Rotterdam urban bus network is the city’s primary system of local bus routes, providing extensive public transport coverage across Rotterdam and its surrounding areas.
  • D. Nijmegen railway infrastructure chosen
    Nijmegen railway infrastructure is the network of railway lines, bridges, and related facilities serving the city of Nijmegen and its surrounding region in the Netherlands.
  • E. Amsterdam tram network
    The Amsterdam tram network is an extensive urban light rail system that serves as a primary mode of public transportation throughout Amsterdam, connecting key squares, neighborhoods, and transit hubs.
  • F. None of above.

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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafba2c308190873efd15dfe26358 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7549fc5f881908691eb62c1f5a5d5 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7565846108190bb6550505af8ac5d completed May 3, 2026, 2:06 p.m.
NED2 Entity disambiguation (via description) batch_69f75a2107e081909fd00af67938f2e9 completed May 3, 2026, 2:22 p.m.
Created at: April 9, 2026, 9:44 p.m.