Triple

T2758106
Position Surface form Disambiguated ID Type / Status
Subject GO Transit E61153 entity
Predicate busBrand P19188 FINISHED
Object GO Bus
GO Bus is the intercity and regional bus service operated by GO Transit, providing public transportation across the Greater Toronto and Hamilton Area and surrounding regions in Ontario, Canada.
E294448 NE FINISHED

How this triple was built (5 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: GO Bus | Statement: [GO Transit, busBrand, GO Bus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GO Bus
Context triple: [GO Transit, busBrand, GO Bus]
  • A. OmniRide bus service
    OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
  • B. FlyAway Bus
    FlyAway Bus is an express shuttle service that provides direct, frequent connections between Los Angeles International Airport and key locations throughout the Los Angeles area.
  • C. Metro Bus
    Metro Bus is the primary public bus service network for Los Angeles County, providing extensive local and rapid transit across the region.
  • D. First Bus
    First Bus is a major UK bus operator providing local and regional public transport services in numerous towns and cities.
  • E. Badger Bus
    Badger Bus is a regional intercity bus company in Wisconsin that provides scheduled passenger service between major cities such as Milwaukee and Madison.
  • 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: GO Bus
Triple: [GO Transit, busBrand, GO Bus]
Generated description
GO Bus is the intercity and regional bus service operated by GO Transit, providing public transportation across the Greater Toronto and Hamilton Area and surrounding regions in Ontario, Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GO Bus
Target entity description: GO Bus is the intercity and regional bus service operated by GO Transit, providing public transportation across the Greater Toronto and Hamilton Area and surrounding regions in Ontario, Canada.
  • A. OmniRide bus service
    OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
  • B. FlyAway Bus
    FlyAway Bus is an express shuttle service that provides direct, frequent connections between Los Angeles International Airport and key locations throughout the Los Angeles area.
  • C. Metro Bus
    Metro Bus is the primary public bus service network for Los Angeles County, providing extensive local and rapid transit across the region.
  • D. First Bus
    First Bus is a major UK bus operator providing local and regional public transport services in numerous towns and cities.
  • E. Badger Bus
    Badger Bus is a regional intercity bus company in Wisconsin that provides scheduled passenger service between major cities such as Milwaukee and Madison.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: busBrand
Context triple: [GO Transit, busBrand, GO Bus]
  • A. busSystemName
    Indicates that a bus system is identified or referred to by a specific name.
  • B. usesTransportBrand chosen
    Indicates that one entity makes use of a transportation service, vehicle, or system associated with a specific brand.
  • C. busCategory
    Indicates the classification or type of a bus within a defined categorization system.
  • D. parentBrand
    Indicates that one brand is the overarching or owning brand from which another brand is derived or subordinated.
  • E. manufacturerType
    Indicates the classification or category of a manufacturer based on its role, characteristics, or production type.
  • F. None of above.

Provenance (6 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb8ba4688190b401b6eb5b734ac6 completed March 7, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbdf650c8190baa020143b51f94b completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbc68a4148190b8c41af64bfacd64 completed March 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69afbd03744081908c79e88c3189467c completed March 10, 2026, 6:41 a.m.
PD Predicate disambiguation batch_69abd82de7f48190acd614f28644c6da completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:57 p.m.