Triple

T822543
Position Surface form Disambiguated ID Type / Status
Subject Newcastle Interchange E17780 entity
Predicate busServiceOperator P14541 FINISHED
Object Newcastle Transport
Newcastle Transport is the public transport operator responsible for running bus and other transit services in the Newcastle region of New South Wales, Australia.
E99629 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: Newcastle Transport | Statement: [Newcastle Interchange, busServiceOperator, Newcastle Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newcastle Transport
Context triple: [Newcastle Interchange, busServiceOperator, Newcastle Transport]
  • A. Newcastle Light Rail
    Newcastle Light Rail is a modern tram system serving central Newcastle, New South Wales, providing frequent urban public transport between key city locations.
  • B. Tyne and Wear Metro
    Tyne and Wear Metro is a light rail rapid transit system serving Newcastle upon Tyne, Sunderland, and surrounding areas in North East England.
  • C. Newcastle City Council
    Newcastle City Council is the local government authority responsible for administering and providing municipal services to the city of Newcastle in New South Wales, Australia.
  • D. Newcastle Interchange
    Newcastle Interchange is a major multi-modal public transport hub in the New South Wales city of Newcastle, serving as a key connection point for trains, buses, and light rail across the Hunter Region.
  • E. Edinburgh Trams
    Edinburgh Trams is a modern light rail system in Edinburgh, Scotland, providing urban and suburban passenger transport across the city.
  • 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: Newcastle Transport
Triple: [Newcastle Interchange, busServiceOperator, Newcastle Transport]
Generated description
Newcastle Transport is the public transport operator responsible for running bus and other transit services in the Newcastle region of New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Newcastle Transport
Target entity description: Newcastle Transport is the public transport operator responsible for running bus and other transit services in the Newcastle region of New South Wales, Australia.
  • A. Newcastle Light Rail
    Newcastle Light Rail is a modern tram system serving central Newcastle, New South Wales, providing frequent urban public transport between key city locations.
  • B. Tyne and Wear Metro
    Tyne and Wear Metro is a light rail rapid transit system serving Newcastle upon Tyne, Sunderland, and surrounding areas in North East England.
  • C. Newcastle City Council
    Newcastle City Council is the local government authority responsible for administering and providing municipal services to the city of Newcastle in New South Wales, Australia.
  • D. Newcastle Interchange
    Newcastle Interchange is a major multi-modal public transport hub in the New South Wales city of Newcastle, serving as a key connection point for trains, buses, and light rail across the Hunter Region.
  • E. Edinburgh Trams
    Edinburgh Trams is a modern light rail system in Edinburgh, Scotland, providing urban and suburban passenger transport across the city.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: busServiceOperator
Context triple: [Newcastle Interchange, busServiceOperator, Newcastle Transport]
  • A. hasBusOperator chosen
    Indicates that a bus service, route, or vehicle is operated or managed by a specific operator or company.
  • B. busSystemName
    Indicates that a bus system is identified or referred to by a specific name.
  • C. transportationServedBy
    Indicates that a transportation facility, route, or area is provided service or coverage by a specific transportation provider or mode.
  • D. ferryOperator
    Indicates that one entity operates, manages, or runs a ferry service for another entity or in a particular context.
  • E. busCategory
    Indicates the classification or type of a bus within a defined categorization system.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab976094819086d676404d745750 completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a79291d51c81908163024842300a6e completed March 4, 2026, 2:01 a.m.
NEDg Description generation batch_69a795676ce881909d93a50841dcc054 completed March 4, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69a795cd74a88190b858e29eb86527a9 completed March 4, 2026, 2:15 a.m.
PD Predicate disambiguation batch_69a4aa76a7808190ac7fd9ba1a4cebcb completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:38 p.m.