Triple

T2806534
Position Surface form Disambiguated ID Type / Status
Subject Nambucca Heads E54065 entity
Predicate localGovernmentArea P3379 FINISHED
Object Nambucca Valley Council
Nambucca Valley Council is the local government authority responsible for administering the Nambucca Valley region on the Mid North Coast of New South Wales, Australia.
 E299319 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: Nambucca Valley Council | Statement: [Nambucca Heads, localGovernmentArea, Nambucca Valley Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nambucca Valley Council
Context triple: [Nambucca Heads, localGovernmentArea, Nambucca Valley Council]
  • A. Yass Valley Council
    Yass Valley Council is a local government authority in New South Wales, Australia, responsible for administering the predominantly rural Yass Valley region including the town of Yass and surrounding communities.
  • B. Murray River Council
    Murray River Council is a local government area in the Riverina region of New South Wales, Australia, encompassing several rural communities and towns along the Murray River.
  • C. Clarence Valley Council
    Clarence Valley Council is the local government authority responsible for administering the Clarence Valley region in northern New South Wales, Australia.
  • D. Sunshine Coast Regional Council
    Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
  • E. Mackay Regional Council
    Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, 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: Nambucca Valley Council
Triple: [Nambucca Heads, localGovernmentArea, Nambucca Valley Council]
Generated description
Nambucca Valley Council is the local government authority responsible for administering the Nambucca Valley region on the Mid North Coast of New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nambucca Valley Council
Target entity description: Nambucca Valley Council is the local government authority responsible for administering the Nambucca Valley region on the Mid North Coast of New South Wales, Australia.
  • A. Yass Valley Council
    Yass Valley Council is a local government authority in New South Wales, Australia, responsible for administering the predominantly rural Yass Valley region including the town of Yass and surrounding communities.
  • B. Murray River Council
    Murray River Council is a local government area in the Riverina region of New South Wales, Australia, encompassing several rural communities and towns along the Murray River.
  • C. Clarence Valley Council
    Clarence Valley Council is the local government authority responsible for administering the Clarence Valley region in northern New South Wales, Australia.
  • D. Sunshine Coast Regional Council
    Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
  • E. Mackay Regional Council
    Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde165a448190aa2728ec074daf88 completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc676d03081908986026dfe5fc852 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc7e1e0708190a1e87212435029f6 completed March 10, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69afc8470cc081908241d23975181aa0 completed March 10, 2026, 7:29 a.m.
Created at: March 6, 2026, 9:59 p.m.