Triple

T5464408
Position Surface form Disambiguated ID Type / Status
Subject Osnabrück Hauptbahnhof E122670 entity
Predicate railwayZone P15232 FINISHED
Object Deutsche Bahn fare zone (regional networks)
Deutsche Bahn fare zone (regional networks) is a system of regional tariff areas used by Germany’s national railway operator to determine ticket prices and validity across local and regional train networks.
E521371 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: Deutsche Bahn fare zone (regional networks) | Statement: [Osnabrück Hauptbahnhof, railwayZone, Deutsche Bahn fare zone (regional networks)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deutsche Bahn fare zone (regional networks)
Context triple: [Osnabrück Hauptbahnhof, railwayZone, Deutsche Bahn fare zone (regional networks)]
  • A. RegionalBahn
    RegionalBahn is a category of regional passenger trains in Germany that provide relatively frequent, short- to medium-distance services connecting cities and smaller towns.
  • B. Berlin S-Bahn fare zone B
    Berlin S-Bahn fare zone B is the middle ring of Berlin’s public transport tariff system, covering suburban areas outside the city center but within the city limits.
  • C. Rhine-Ruhr S-Bahn
    The Rhine-Ruhr S-Bahn is a regional rapid transit network serving the densely populated Rhine-Ruhr metropolitan area in western Germany, connecting major cities such as Duisburg, Düsseldorf, Essen, and Dortmund.
  • D. Frankfurt public transport network
    The Frankfurt public transport network is an integrated system of trams, buses, S-Bahn, and U-Bahn services that provides comprehensive urban and regional mobility across Frankfurt and its surrounding areas.
  • E. 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.
  • 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: Deutsche Bahn fare zone (regional networks)
Triple: [Osnabrück Hauptbahnhof, railwayZone, Deutsche Bahn fare zone (regional networks)]
Generated description
Deutsche Bahn fare zone (regional networks) is a system of regional tariff areas used by Germany’s national railway operator to determine ticket prices and validity across local and regional train networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deutsche Bahn fare zone (regional networks)
Target entity description: Deutsche Bahn fare zone (regional networks) is a system of regional tariff areas used by Germany’s national railway operator to determine ticket prices and validity across local and regional train networks.
  • A. RegionalBahn
    RegionalBahn is a category of regional passenger trains in Germany that provide relatively frequent, short- to medium-distance services connecting cities and smaller towns.
  • B. Berlin S-Bahn fare zone B
    Berlin S-Bahn fare zone B is the middle ring of Berlin’s public transport tariff system, covering suburban areas outside the city center but within the city limits.
  • C. Rhine-Ruhr S-Bahn
    The Rhine-Ruhr S-Bahn is a regional rapid transit network serving the densely populated Rhine-Ruhr metropolitan area in western Germany, connecting major cities such as Duisburg, Düsseldorf, Essen, and Dortmund.
  • D. Frankfurt public transport network
    The Frankfurt public transport network is an integrated system of trams, buses, S-Bahn, and U-Bahn services that provides comprehensive urban and regional mobility across Frankfurt and its surrounding areas.
  • E. 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.
  • 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_69bd4643f16081908d7f29e08096115a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9204504c81908d638da6f0e271a7 completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf415146988190823ab77b091231a1 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf43a3f6f88190b3ea0c6760b498d1 completed March 22, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69bf4414beec8190a390481d802402b1 completed March 22, 2026, 1:21 a.m.
Created at: March 20, 2026, 2:08 p.m.