Triple

T15047996
Position Surface form Disambiguated ID Type / Status
Subject Carrathool Shire Council E379279 entity
Predicate isMemberOf P10 FINISHED
Object Local Government NSW
Local Government NSW is the peak representative body for local councils in New South Wales, advocating for their interests and providing support, resources, and policy leadership.
 E1133617 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: Local Government NSW | Statement: [Carrathool Shire Council, isMemberOf, Local Government NSW]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Local Government NSW
Context triple: [Carrathool Shire Council, isMemberOf, Local Government NSW]
  • A. Local government areas of New South Wales
    Local government areas of New South Wales are the primary local administrative divisions within the Australian state of New South Wales, each governed by a council responsible for local services, planning, and community facilities.
  • B. Office of Local Government (NSW)
    The Office of Local Government (NSW) is a New South Wales government agency responsible for overseeing, supporting, and regulating the state’s local councils and their governance.
  • C. Government of New South Wales
    The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
  • D. Queanbeyan–Palerang Regional Council
    Queanbeyan–Palerang Regional Council is a local government area in New South Wales, Australia, that administers the city of Queanbeyan and surrounding rural and regional communities.
  • E. City of Sydney Council
    The City of Sydney Council is the local government authority responsible for municipal services, planning, and governance in central Sydney, Australia.
  • 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: Local Government NSW
Triple: [Carrathool Shire Council, isMemberOf, Local Government NSW]
Generated description
Local Government NSW is the peak representative body for local councils in New South Wales, advocating for their interests and providing support, resources, and policy leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Local Government NSW
Target entity description: Local Government NSW is the peak representative body for local councils in New South Wales, advocating for their interests and providing support, resources, and policy leadership.
  • A. Local government areas of New South Wales
    Local government areas of New South Wales are the primary local administrative divisions within the Australian state of New South Wales, each governed by a council responsible for local services, planning, and community facilities.
  • B. Office of Local Government (NSW)
    The Office of Local Government (NSW) is a New South Wales government agency responsible for overseeing, supporting, and regulating the state’s local councils and their governance.
  • C. Government of New South Wales
    The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
  • D. Queanbeyan–Palerang Regional Council
    Queanbeyan–Palerang Regional Council is a local government area in New South Wales, Australia, that administers the city of Queanbeyan and surrounding rural and regional communities.
  • E. City of Sydney Council
    The City of Sydney Council is the local government authority responsible for municipal services, planning, and governance in central Sydney, Australia.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda8e64e48190873104a02a676ff3 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9de73614819098b7a88624407d0e completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9f49b1108190a453ef3805006e6c completed May 9, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69fe9fb79bd08190b22f92df751d0e58 completed May 9, 2026, 2:45 a.m.
Created at: April 10, 2026, 3 a.m.