Triple

T7515743
Position Surface form Disambiguated ID Type / Status
Subject ACT Government E177636 entity
Predicate hasDepartment P35 FINISHED
Object Transport Canberra and City Services Directorate
Transport Canberra and City Services Directorate is the Australian Capital Territory government agency responsible for public transport, roads, and a range of municipal and city maintenance services in Canberra.
E670331 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: Transport Canberra and City Services Directorate | Statement: [ACT Government, hasDepartment, Transport Canberra and City Services Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transport Canberra and City Services Directorate
Context triple: [ACT Government, hasDepartment, Transport Canberra and City Services Directorate]
  • A. National Capital Authority
    The National Capital Authority is an Australian government agency responsible for planning, managing, and promoting key national areas and assets within Canberra, the country’s capital.
  • B. Public Transport Commission
    The Public Transport Commission was a New South Wales government agency responsible for operating and coordinating public transport services, including rail, in the state during the 1970s and early 1980s.
  • C. Transit Services Bureau
    Transit Services Bureau is a specialized division of the Los Angeles County Sheriff's Department responsible for providing law enforcement and security services on the county’s public transit systems.
  • D. State Transit Authority of New South Wales
    The State Transit Authority of New South Wales was a government-owned operator responsible for providing bus services in the Sydney metropolitan area and surrounding regions.
  • E. Australian Government transport agencies
    Australian Government transport agencies are federal bodies responsible for developing and overseeing national transport policy, regulation, and infrastructure across Australia’s road, rail, air, and maritime networks.
  • 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: Transport Canberra and City Services Directorate
Triple: [ACT Government, hasDepartment, Transport Canberra and City Services Directorate]
Generated description
Transport Canberra and City Services Directorate is the Australian Capital Territory government agency responsible for public transport, roads, and a range of municipal and city maintenance services in Canberra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transport Canberra and City Services Directorate
Target entity description: Transport Canberra and City Services Directorate is the Australian Capital Territory government agency responsible for public transport, roads, and a range of municipal and city maintenance services in Canberra.
  • A. National Capital Authority
    The National Capital Authority is an Australian government agency responsible for planning, managing, and promoting key national areas and assets within Canberra, the country’s capital.
  • B. Public Transport Commission
    The Public Transport Commission was a New South Wales government agency responsible for operating and coordinating public transport services, including rail, in the state during the 1970s and early 1980s.
  • C. Transit Services Bureau
    Transit Services Bureau is a specialized division of the Los Angeles County Sheriff's Department responsible for providing law enforcement and security services on the county’s public transit systems.
  • D. State Transit Authority of New South Wales
    The State Transit Authority of New South Wales was a government-owned operator responsible for providing bus services in the Sydney metropolitan area and surrounding regions.
  • E. Australian Government transport agencies
    Australian Government transport agencies are federal bodies responsible for developing and overseeing national transport policy, regulation, and infrastructure across Australia’s road, rail, air, and maritime networks.
  • 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_69c69f2891148190a484f3b8222c6f1b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5f44dd48190b2b093aab9a196c8 completed March 27, 2026, 9:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8461d4dbc8190b921666fa3524921 completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c8471da6c481909b48db7ad6e9426d completed March 28, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c848026e90819098d0b419101f91e1 completed March 28, 2026, 9:28 p.m.
Created at: March 27, 2026, 3:45 p.m.