Triple

T22669300
Position Surface form Disambiguated ID Type / Status
Subject Basler Verkehrs-Betriebe E559877 entity
Predicate usesTicketingSystem P1740 FINISHED
Object TNW fare network
The TNW fare network is a regional integrated public transport tariff system serving the Basel area and surrounding regions, allowing seamless travel across multiple operators with a unified ticketing structure.
E1548930 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: TNW fare network | Statement: [Basler Verkehrs-Betriebe, usesTicketingSystem, TNW fare network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TNW fare network
Context triple: [Basler Verkehrs-Betriebe, usesTicketingSystem, TNW fare network]
  • A. TAN public transport network
    The TAN public transport network is the integrated system of trams, buses, and other transit services serving the city of Nantes and its metropolitan area in western France.
  • B. Tan bus network
    The Tan bus network is the public transportation system serving the Nantes metropolitan area in western France, operating numerous bus routes that connect surrounding communes such as Saint-Sébastien-sur-Loire.
  • C. TfW Rail
    TfW Rail is the train operating company responsible for providing passenger rail services across Wales and the bordering regions of England under the Transport for Wales brand.
  • D. TAG public transport network
    TAG public transport network is the integrated public transit system serving the Grenoble metropolitan area in France, encompassing trams, buses, and related services.
  • E. TMB bus network
    The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
  • 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: TNW fare network
Triple: [Basler Verkehrs-Betriebe, usesTicketingSystem, TNW fare network]
Generated description
The TNW fare network is a regional integrated public transport tariff system serving the Basel area and surrounding regions, allowing seamless travel across multiple operators with a unified ticketing structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TNW fare network
Target entity description: The TNW fare network is a regional integrated public transport tariff system serving the Basel area and surrounding regions, allowing seamless travel across multiple operators with a unified ticketing structure.
  • A. TAN public transport network
    The TAN public transport network is the integrated system of trams, buses, and other transit services serving the city of Nantes and its metropolitan area in western France.
  • B. Tan bus network
    The Tan bus network is the public transportation system serving the Nantes metropolitan area in western France, operating numerous bus routes that connect surrounding communes such as Saint-Sébastien-sur-Loire.
  • C. TfW Rail
    TfW Rail is the train operating company responsible for providing passenger rail services across Wales and the bordering regions of England under the Transport for Wales brand.
  • D. TAG public transport network
    TAG public transport network is the integrated public transit system serving the Grenoble metropolitan area in France, encompassing trams, buses, and related services.
  • E. TMB bus network
    The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
  • 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_69e2454a158c819093b8e35f5045efb6 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1781ed50c8190a6943f51d7337b49 completed April 29, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b73e98b74819096a28b35a4c5a510 completed May 18, 2026, 8:17 p.m.
NEDg Description generation batch_6a0b75873f2c8190a89772fc560840e1 completed May 18, 2026, 8:24 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7601fda88190bbfa04e7eb240f65 completed May 18, 2026, 8:26 p.m.
Created at: April 17, 2026, 3:09 p.m.