Triple

T3497022
Position Surface form Disambiguated ID Type / Status
Subject Walcha E73874 entity
Predicate governingBody P46 FINISHED
Object Walcha Shire Council
Walcha Shire Council is the local government authority responsible for administering municipal services, planning, and community development in the Walcha region of New South Wales, Australia.
 E362605 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: Walcha Shire Council | Statement: [Walcha, governingBody, Walcha Shire Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walcha Shire Council
Context triple: [Walcha, governingBody, Walcha Shire Council]
  • A. Winton Shire Council
    Winton Shire Council is the local government authority responsible for administering the rural outback region surrounding the town of Winton in central-west Queensland, Australia.
  • B. Eurobodalla Shire Council
    Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
  • C. Wattle Range Council
    Wattle Range Council is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal environments.
  • D. Murrumbidgee Council
    Murrumbidgee Council is a local government area in the Riverina region of New South Wales, Australia, administering several rural communities including the town of Jerilderie.
  • E. Douglas Shire Council
    Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
  • 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: Walcha Shire Council
Triple: [Walcha, governingBody, Walcha Shire Council]
Generated description
Walcha Shire Council is the local government authority responsible for administering municipal services, planning, and community development in the Walcha region of New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walcha Shire Council
Target entity description: Walcha Shire Council is the local government authority responsible for administering municipal services, planning, and community development in the Walcha region of New South Wales, Australia.
  • A. Winton Shire Council
    Winton Shire Council is the local government authority responsible for administering the rural outback region surrounding the town of Winton in central-west Queensland, Australia.
  • B. Eurobodalla Shire Council
    Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
  • C. Wattle Range Council
    Wattle Range Council is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal environments.
  • D. Murrumbidgee Council
    Murrumbidgee Council is a local government area in the Riverina region of New South Wales, Australia, administering several rural communities including the town of Jerilderie.
  • E. Douglas Shire Council
    Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbd16c0081908f13535f459618d1 completed March 8, 2026, 6:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373d011c0819088245afe03be3c44 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b3745c7304819085a47af79cd738c0 completed March 13, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69b374f5999c8190ae48570a412dc6dc completed March 13, 2026, 2:22 a.m.
Created at: March 8, 2026, 3:18 p.m.