Triple

T3977866
Position Surface form Disambiguated ID Type / Status
Subject Council of Australian Governments E85686 entity
Predicate member P10 FINISHED
Object Australian Local Government Association
The Australian Local Government Association is the national peak body representing local government councils across Australia, advocating their interests to the federal government and other key stakeholders.
E403414 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: Australian Local Government Association | Statement: [Council of Australian Governments, member, Australian Local Government Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Local Government Association
Context triple: [Council of Australian Governments, member, Australian Local Government Association]
  • A. Local Government Association
    The Local Government Association is a national membership body in England and Wales that represents and supports local authorities, lobbying on their behalf and providing policy guidance and improvement services.
  • B. United Cities and Local Governments
    United Cities and Local Governments is a global network and advocacy organization representing cities, local and regional governments, and municipal associations to promote sustainable urban development and local democracy worldwide.
  • C. Chamber of Local Authorities
    The Chamber of Local Authorities is one of the two chambers of the Council of Europe’s Congress, representing the interests and perspectives of local governments across member states.
  • D. National League of Cities
    The National League of Cities is an advocacy organization representing the interests of U.S. cities, towns, and villages in national policy and governance.
  • E. Town and Country Planning Association
    The Town and Country Planning Association is a UK-based planning and environmental charity that promotes sustainable, well-designed communities and land-use policies, historically rooted in the garden city movement.
  • 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: Australian Local Government Association
Triple: [Council of Australian Governments, member, Australian Local Government Association]
Generated description
The Australian Local Government Association is the national peak body representing local government councils across Australia, advocating their interests to the federal government and other key stakeholders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Local Government Association
Target entity description: The Australian Local Government Association is the national peak body representing local government councils across Australia, advocating their interests to the federal government and other key stakeholders.
  • A. Local Government Association
    The Local Government Association is a national membership body in England and Wales that represents and supports local authorities, lobbying on their behalf and providing policy guidance and improvement services.
  • B. United Cities and Local Governments
    United Cities and Local Governments is a global network and advocacy organization representing cities, local and regional governments, and municipal associations to promote sustainable urban development and local democracy worldwide.
  • C. Chamber of Local Authorities
    The Chamber of Local Authorities is one of the two chambers of the Council of Europe’s Congress, representing the interests and perspectives of local governments across member states.
  • D. National League of Cities
    The National League of Cities is an advocacy organization representing the interests of U.S. cities, towns, and villages in national policy and governance.
  • E. Town and Country Planning Association
    The Town and Country Planning Association is a UK-based planning and environmental charity that promotes sustainable, well-designed communities and land-use policies, historically rooted in the garden city movement.
  • 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_69aed93908348190a26c8aaf4fab3e86 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9b9cdd08190b193735367b0b3cf completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5401dd24481908d143a9da6786757 completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b5417d951c8190974f8449dd643eab completed March 14, 2026, 11:07 a.m.
NED2 Entity disambiguation (via description) batch_69b5421a2fd4819094e82aec70837aeb completed March 14, 2026, 11:10 a.m.
Created at: March 9, 2026, 3:33 p.m.