Triple

T977331
Position Surface form Disambiguated ID Type / Status
Subject Australian Film Television and Radio School E21085 entity
Predicate parentDepartment P254 FINISHED
Object Department of Infrastructure, Transport, Regional Development, Communications and the Arts
The Department of Infrastructure, Transport, Regional Development, Communications and the Arts is an Australian Government department responsible for national policy and programs across transport, infrastructure, regional development, communications, and cultural and creative industries.
E114300 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: Department of Infrastructure, Transport, Regional Development, Communications and the Arts | Statement: [Australian Film Television and Radio School, parentDepartment, Department of Infrastructure, Transport, Regional Development, Communications and the Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Infrastructure, Transport, Regional Development, Communications and the Arts
Context triple: [Australian Film Television and Radio School, parentDepartment, Department of Infrastructure, Transport, Regional Development, Communications and the Arts]
  • A. Federal Department of the Environment, Transport, Energy and Communications
    The Federal Department of the Environment, Transport, Energy and Communications is a Swiss federal ministry responsible for national policies and regulation in environmental protection, transportation systems, energy supply, and telecommunications.
  • B. Department of the Environment, Transport and the Regions
    The Department of the Environment, Transport and the Regions was a former UK government department responsible for environmental policy, transport, and regional affairs before its functions were split among successor departments.
  • C. Federal Ministry of Transport and Digital Infrastructure
    The Federal Ministry of Transport and Digital Infrastructure is a German federal government department responsible for national transport policy, infrastructure development, and digital connectivity.
  • D. Infrastructure and Projects Authority
    The Infrastructure and Projects Authority is the UK government’s centre of expertise responsible for supporting, assuring, and improving the delivery of major public infrastructure and large-scale projects.
  • E. Minister for Infrastructure (Northern Ireland)
    The Minister for Infrastructure (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for regional transport, water, planning, and other key infrastructure services.
  • 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: Department of Infrastructure, Transport, Regional Development, Communications and the Arts
Triple: [Australian Film Television and Radio School, parentDepartment, Department of Infrastructure, Transport, Regional Development, Communications and the Arts]
Generated description
The Department of Infrastructure, Transport, Regional Development, Communications and the Arts is an Australian Government department responsible for national policy and programs across transport, infrastructure, regional development, communications, and cultural and creative industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Infrastructure, Transport, Regional Development, Communications and the Arts
Target entity description: The Department of Infrastructure, Transport, Regional Development, Communications and the Arts is an Australian Government department responsible for national policy and programs across transport, infrastructure, regional development, communications, and cultural and creative industries.
  • A. Federal Department of the Environment, Transport, Energy and Communications
    The Federal Department of the Environment, Transport, Energy and Communications is a Swiss federal ministry responsible for national policies and regulation in environmental protection, transportation systems, energy supply, and telecommunications.
  • B. Department of the Environment, Transport and the Regions
    The Department of the Environment, Transport and the Regions was a former UK government department responsible for environmental policy, transport, and regional affairs before its functions were split among successor departments.
  • C. Federal Ministry of Transport and Digital Infrastructure
    The Federal Ministry of Transport and Digital Infrastructure is a German federal government department responsible for national transport policy, infrastructure development, and digital connectivity.
  • D. Infrastructure and Projects Authority
    The Infrastructure and Projects Authority is the UK government’s centre of expertise responsible for supporting, assuring, and improving the delivery of major public infrastructure and large-scale projects.
  • E. Minister for Infrastructure (Northern Ireland)
    The Minister for Infrastructure (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for regional transport, water, planning, and other key infrastructure services.
  • 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_69a493c2b62c8190b616351789ec47f8 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b46344048190b7a13b8f3ad9f455 completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac170e8a008190a40001224f8dae2a completed March 7, 2026, 12:16 p.m.
NEDg Description generation batch_69ac1787a9ac81908f032cd893d3efe8 completed March 7, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69ac1807aa388190ad2910966c9d1b04 completed March 7, 2026, 12:20 p.m.
Created at: March 1, 2026, 7:40 p.m.