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.