Triple

T15499300
Position Surface form Disambiguated ID Type / Status
Subject Cunnamulla E378905 entity
Predicate governingBody P46 FINISHED
Object Paroo Shire Council
Paroo Shire Council is the local government authority responsible for administering the Paroo Shire region in southwestern Queensland, Australia.
E1167253 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: Paroo Shire Council | Statement: [Cunnamulla, governingBody, Paroo Shire Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paroo Shire Council
Context triple: [Cunnamulla, governingBody, Paroo Shire Council]
  • A. 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.
  • B. Parkes Shire Council
    Parkes Shire Council is the local governing body responsible for municipal services, planning, and community development in the Parkes region of New South Wales, Australia.
  • C. 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.
  • D. Narrabri Shire Council
    Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
  • E. Urana Shire Council
    Urana Shire Council was the local government authority responsible for administering the rural Urana region in New South Wales, 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: Paroo Shire Council
Triple: [Cunnamulla, governingBody, Paroo Shire Council]
Generated description
Paroo Shire Council is the local government authority responsible for administering the Paroo Shire region in southwestern Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paroo Shire Council
Target entity description: Paroo Shire Council is the local government authority responsible for administering the Paroo Shire region in southwestern Queensland, Australia.
  • A. 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.
  • B. Parkes Shire Council
    Parkes Shire Council is the local governing body responsible for municipal services, planning, and community development in the Parkes region of New South Wales, Australia.
  • C. 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.
  • D. Narrabri Shire Council
    Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
  • E. Urana Shire Council
    Urana Shire Council was the local government authority responsible for administering the rural Urana region in New South Wales, 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcb4e8c81908e4ab463e3ae252b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56b9238081908fb2e6a7dcc2296f completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57ffefe88190ba1696e22b8eaaf1 completed May 9, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff58cbf1e48190b90a547b42adb7e2 completed May 9, 2026, 3:54 p.m.
Created at: April 10, 2026, 3:54 a.m.