Triple

T14367211
Position Surface form Disambiguated ID Type / Status
Subject Augustusplatz E356265 entity
Predicate servedBy P82 FINISHED
Object Leipzig bus network
The Leipzig bus network is the public transportation system of Leipzig, Germany, providing extensive bus services that connect key city locations and complement the tram and regional rail networks.
E1096908 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: Leipzig bus network | Statement: [Augustusplatz, servedBy, Leipzig bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leipzig bus network
Context triple: [Augustusplatz, servedBy, Leipzig bus network]
  • A. Dresden bus network
    The Dresden bus network is the city’s public bus system that provides local and regional transit services throughout Dresden and its surrounding areas.
  • B. Leipzig tram network
    The Leipzig tram network is an extensive urban light rail system serving the German city of Leipzig, providing dense public transport coverage and connecting major districts, suburbs, and key hubs like Leipzig Hauptbahnhof.
  • C. Hamburg bus network
    The Hamburg bus network is an extensive public transportation system of bus routes serving the city of Hamburg and its surrounding areas, integrated with the region’s rail and rapid transit services.
  • D. Munich bus network
    The Munich bus network is an extensive public transportation system of bus routes that complements the city’s U-Bahn, S-Bahn, and tram services by providing local and feeder connections across Munich and its suburbs.
  • E. Erlangen public bus network
    The Erlangen public bus network is the city’s local bus system providing scheduled urban and suburban transit services throughout Erlangen and its surrounding districts.
  • 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: Leipzig bus network
Triple: [Augustusplatz, servedBy, Leipzig bus network]
Generated description
The Leipzig bus network is the public transportation system of Leipzig, Germany, providing extensive bus services that connect key city locations and complement the tram and regional rail networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leipzig bus network
Target entity description: The Leipzig bus network is the public transportation system of Leipzig, Germany, providing extensive bus services that connect key city locations and complement the tram and regional rail networks.
  • A. Dresden bus network
    The Dresden bus network is the city’s public bus system that provides local and regional transit services throughout Dresden and its surrounding areas.
  • B. Leipzig tram network
    The Leipzig tram network is an extensive urban light rail system serving the German city of Leipzig, providing dense public transport coverage and connecting major districts, suburbs, and key hubs like Leipzig Hauptbahnhof.
  • C. Hamburg bus network
    The Hamburg bus network is an extensive public transportation system of bus routes serving the city of Hamburg and its surrounding areas, integrated with the region’s rail and rapid transit services.
  • D. Munich bus network
    The Munich bus network is an extensive public transportation system of bus routes that complements the city’s U-Bahn, S-Bahn, and tram services by providing local and feeder connections across Munich and its suburbs.
  • E. Erlangen public bus network
    The Erlangen public bus network is the city’s local bus system providing scheduled urban and suburban transit services throughout Erlangen and its surrounding districts.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8faf00e8819087d7100e9d8c1877 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd550e677c8190837c3b9ccb64f0cd completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5637a46881908f3a4b26cc2159ca completed May 8, 2026, 3:19 a.m.
NED2 Entity disambiguation (via description) batch_69fd56ae779c81908e09866913df3e3e completed May 8, 2026, 3:21 a.m.
Created at: April 10, 2026, 1:15 a.m.