Triple

T12501380
Position Surface form Disambiguated ID Type / Status
Subject Hanover government quarter E298830 entity
Predicate hasPublicTransport P1288 FINISHED
Object Hanover bus network
The Hanover bus network is the city’s organized system of bus routes and services that connects Hanover’s districts and key areas, complementing its tram and rail infrastructure.
E987315 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: Hanover bus network | Statement: [Hanover government quarter, hasPublicTransport, Hanover bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hanover bus network
Context triple: [Hanover government quarter, hasPublicTransport, Hanover bus network]
  • A. Hanover S-Bahn network
    The Hanover S-Bahn network is a regional suburban rail system serving Hanover and its surrounding areas, providing frequent connections between the city center, nearby towns, and key transport hubs.
  • B. 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.
  • C. Hanover Stadtbahn
    The Hanover Stadtbahn is a light rail and tram system serving the city of Hanover, Germany, providing high-capacity urban and suburban public transport through a network of surface and underground lines.
  • D. 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.
  • E. 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.
  • 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: Hanover bus network
Triple: [Hanover government quarter, hasPublicTransport, Hanover bus network]
Generated description
The Hanover bus network is the city’s organized system of bus routes and services that connects Hanover’s districts and key areas, complementing its tram and rail infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hanover bus network
Target entity description: The Hanover bus network is the city’s organized system of bus routes and services that connects Hanover’s districts and key areas, complementing its tram and rail infrastructure.
  • A. Hanover S-Bahn network
    The Hanover S-Bahn network is a regional suburban rail system serving Hanover and its surrounding areas, providing frequent connections between the city center, nearby towns, and key transport hubs.
  • B. 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.
  • C. Hanover Stadtbahn
    The Hanover Stadtbahn is a light rail and tram system serving the city of Hanover, Germany, providing high-capacity urban and suburban public transport through a network of surface and underground lines.
  • D. 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.
  • E. 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.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dfbb2a48190a231b02cfa990565 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb38e048190bbc96244b71953b6 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce0ca288190bbbcb5459f914c19 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64df6488481909dea8387e7000d15 completed May 2, 2026, 7:18 p.m.
Created at: April 8, 2026, 9:57 p.m.