Triple

T14265793
Position Surface form Disambiguated ID Type / Status
Subject BVG E353639 entity
Predicate offersService P178 FINISHED
Object mobility-as-a-service platform Jelbi
Mobility-as-a-service platform Jelbi is a Berlin-based digital service that integrates public transport with various shared mobility options—such as bikes, scooters, and carsharing—into a single app for planning and booking trips.
E1090261 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: mobility-as-a-service platform Jelbi | Statement: [BVG, offersService, mobility-as-a-service platform Jelbi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: mobility-as-a-service platform Jelbi
Context triple: [BVG, offersService, mobility-as-a-service platform Jelbi]
  • A. Free2Move car-sharing service
    Free2Move car-sharing service is a mobility platform that offers short-term, app-based vehicle rentals in urban areas, including compact electric models like the Citroën Ami.
  • B. Metro Micro on-demand service
    Metro Micro on-demand service is a shared, app-based microtransit system in Los Angeles County that provides flexible, short-trip rides within designated service zones as part of the region’s public transportation network.
  • C. MobilityPLUS paratransit service
    MobilityPLUS paratransit service is a specialized, accessible public transportation service providing door-to-door or curb-to-curb rides for people with disabilities in the Grand River Transit service area.
  • D. EIT Urban Mobility
    EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
  • E. Apollo Go robotaxi service
    Apollo Go robotaxi service is Baidu’s autonomous ride-hailing platform that deploys self-driving vehicles to provide driverless transportation in select cities.
  • 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: mobility-as-a-service platform Jelbi
Triple: [BVG, offersService, mobility-as-a-service platform Jelbi]
Generated description
Mobility-as-a-service platform Jelbi is a Berlin-based digital service that integrates public transport with various shared mobility options—such as bikes, scooters, and carsharing—into a single app for planning and booking trips.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: mobility-as-a-service platform Jelbi
Target entity description: Mobility-as-a-service platform Jelbi is a Berlin-based digital service that integrates public transport with various shared mobility options—such as bikes, scooters, and carsharing—into a single app for planning and booking trips.
  • A. Free2Move car-sharing service
    Free2Move car-sharing service is a mobility platform that offers short-term, app-based vehicle rentals in urban areas, including compact electric models like the Citroën Ami.
  • B. Metro Micro on-demand service
    Metro Micro on-demand service is a shared, app-based microtransit system in Los Angeles County that provides flexible, short-trip rides within designated service zones as part of the region’s public transportation network.
  • C. MobilityPLUS paratransit service
    MobilityPLUS paratransit service is a specialized, accessible public transportation service providing door-to-door or curb-to-curb rides for people with disabilities in the Grand River Transit service area.
  • D. EIT Urban Mobility
    EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
  • E. Apollo Go robotaxi service
    Apollo Go robotaxi service is Baidu’s autonomous ride-hailing platform that deploys self-driving vehicles to provide driverless transportation in select cities.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6357a8188190ba518a486521052b completed April 14, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd326551b08190ae8fe220a6422339 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd3417e8e88190b099bfe4ba30f364 completed May 8, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd37df3dfc8190a594abb2c14e11bb completed May 8, 2026, 1:09 a.m.
Created at: April 10, 2026, 1:09 a.m.