Triple

T15726550
Position Surface form Disambiguated ID Type / Status
Subject Hardthöhe, Bonn E381231 entity
Predicate hasPublicTransport P1288 FINISHED
Object Buslinien der Stadtwerke Bonn
Die Buslinien der Stadtwerke Bonn sind das städtische Busnetz des kommunalen Verkehrsunternehmens SWB, das Bonn und seine Stadtteile mit einem dichten öffentlichen Nahverkehrsangebot verbindet.
E567650 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: Buslinien der Stadtwerke Bonn | Statement: [Hardthöhe, Bonn, hasPublicTransport, Buslinien der Stadtwerke Bonn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Buslinien der Stadtwerke Bonn
Context triple: [Hardthöhe, Bonn, hasPublicTransport, Buslinien der Stadtwerke Bonn]
  • A. Bonn Stadtbahn lines
    The Bonn Stadtbahn lines are a light rail and rapid transit network serving Bonn and surrounding areas, connecting the city with nearby municipalities such as Sankt Augustin.
  • B. Bonn public transport network
    The Bonn public transport network is an integrated system of buses, trams, and regional trains serving the city of Bonn and its surrounding districts in Germany.
  • C. Cologne bus network
    The Cologne bus network is the city’s public bus transportation system that complements trams and regional trains by linking Cologne’s districts and key hubs.
  • D. S-Bahn network of Cologne/Bonn
    The S-Bahn network of Cologne/Bonn is a regional suburban rail system serving the greater Cologne and Bonn metropolitan area, providing frequent commuter connections between the cities and surrounding towns.
  • E. Bern public transport network
    The Bern public transport network is the integrated system of trams, buses, and other local transit services that provides urban and regional mobility in and around the Swiss city of Bern.
  • 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: Buslinien der Stadtwerke Bonn
Triple: [Hardthöhe, Bonn, hasPublicTransport, Buslinien der Stadtwerke Bonn]
Generated description
Die Buslinien der Stadtwerke Bonn sind das städtische Busnetz des kommunalen Verkehrsunternehmens SWB, das Bonn und seine Stadtteile mit einem dichten öffentlichen Nahverkehrsangebot verbindet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Buslinien der Stadtwerke Bonn
Target entity description: Die Buslinien der Stadtwerke Bonn sind das städtische Busnetz des kommunalen Verkehrsunternehmens SWB, das Bonn und seine Stadtteile mit einem dichten öffentlichen Nahverkehrsangebot verbindet.
  • A. Bonn Stadtbahn lines
    The Bonn Stadtbahn lines are a light rail and rapid transit network serving Bonn and surrounding areas, connecting the city with nearby municipalities such as Sankt Augustin.
  • B. Bonn public transport network chosen
    The Bonn public transport network is an integrated system of buses, trams, and regional trains serving the city of Bonn and its surrounding districts in Germany.
  • C. Cologne bus network
    The Cologne bus network is the city’s public bus transportation system that complements trams and regional trains by linking Cologne’s districts and key hubs.
  • D. S-Bahn network of Cologne/Bonn
    The S-Bahn network of Cologne/Bonn is a regional suburban rail system serving the greater Cologne and Bonn metropolitan area, providing frequent commuter connections between the cities and surrounding towns.
  • E. Bern public transport network
    The Bern public transport network is the integrated system of trams, buses, and other local transit services that provides urban and regional mobility in and around the Swiss city of Bern.
  • 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fb357a88190a92641c8a8c20573 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82f8b88081909855d3da0346fa25 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83e73efc8190bf29248346d61af5 completed May 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff8477b94081909814d0672dd7052f completed May 9, 2026, 7:01 p.m.
Created at: April 10, 2026, 4:46 a.m.