Triple

T16403982
Position Surface form Disambiguated ID Type / Status
Subject Heyendaal campus E398375 entity
Predicate hasTransportConnection P845 FINISHED
Object Nijmegen city bus network
The Nijmegen city bus network is a public transportation system serving the city of Nijmegen and its surroundings, connecting key locations such as residential areas, the city center, and major institutions including the Heyendaal campus.
 E1211701 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 city bus network | Statement: [Heyendaal campus, hasTransportConnection, Nijmegen city bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nijmegen city bus network
Context triple: [Heyendaal campus, hasTransportConnection, Nijmegen city bus network]
  • A. The Hague bus network
    The Hague bus network is the system of urban and regional bus routes serving The Hague and its surrounding areas, operated by the public transport company HTM.
  • B. 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.
  • C. Utrecht bus network
    The Utrecht bus network is the comprehensive system of urban and regional bus services that connects the city of Utrecht with its surrounding areas and key hubs.
  • D. Amsterdam bus network
    The Amsterdam bus network is an extensive public transportation system of urban and regional bus lines that connect neighborhoods, suburbs, and surrounding towns throughout the Amsterdam metropolitan area.
  • E. Amsterdam public transport network
    The Amsterdam public transport network is the city’s integrated system of trams, buses, metros, and ferries that provides comprehensive urban and regional mobility for residents and visitors.
  • 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 city bus network
Triple: [Heyendaal campus, hasTransportConnection, Nijmegen city bus network]
Generated description
The Nijmegen city bus network is a public transportation system serving the city of Nijmegen and its surroundings, connecting key locations such as residential areas, the city center, and major institutions including the Heyendaal campus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nijmegen city bus network
Target entity description: The Nijmegen city bus network is a public transportation system serving the city of Nijmegen and its surroundings, connecting key locations such as residential areas, the city center, and major institutions including the Heyendaal campus.
  • A. The Hague bus network
    The Hague bus network is the system of urban and regional bus routes serving The Hague and its surrounding areas, operated by the public transport company HTM.
  • B. 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.
  • C. Utrecht bus network
    The Utrecht bus network is the comprehensive system of urban and regional bus services that connects the city of Utrecht with its surrounding areas and key hubs.
  • D. Amsterdam bus network
    The Amsterdam bus network is an extensive public transportation system of urban and regional bus lines that connect neighborhoods, suburbs, and surrounding towns throughout the Amsterdam metropolitan area.
  • E. Amsterdam public transport network
    The Amsterdam public transport network is the city’s integrated system of trams, buses, metros, and ferries that provides comprehensive urban and regional mobility for residents and visitors.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e327d12dc08190a5b497692b667ed7 completed April 18, 2026, 6:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c6094e481909aa7402fd17fedae completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003dd7e9d481908822da391112eb39 completed May 10, 2026, 8:12 a.m.
NED2 Entity disambiguation (via description) batch_6a003eb6aa748190b0c8866af405794a completed May 10, 2026, 8:15 a.m.
Created at: April 10, 2026, 5:09 a.m.