Triple

T15499260
Position Surface form Disambiguated ID Type / Status
Subject Cunnamulla E378905 entity
Predicate localGovernmentArea P3379 FINISHED
Object Paroo Shire
Paroo Shire is a rural local government area in southwestern Queensland, Australia, centered on the town of Cunnamulla and known for its outback landscapes and pastoral industries.
E1242892 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 | Statement: [Cunnamulla, localGovernmentArea, Paroo Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paroo Shire
Context triple: [Cunnamulla, localGovernmentArea, Paroo Shire]
  • A. Brewarrina Shire
    Brewarrina Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and significant Indigenous heritage.
  • B. Gundagai Shire
    Gundagai Shire was a former local government area in New South Wales, Australia, centered on the town of Gundagai and known for its rural communities and historic significance before its amalgamation into a larger council area.
  • C. Woden Valley
    Woden Valley is a district and residential area in Canberra, the capital city of Australia, known for its town centre at Woden and a mix of commercial, civic, and suburban developments.
  • D. Narrabri Shire
    Narrabri Shire is a local government area in north-western New South Wales, Australia, known for its agricultural production, natural attractions, and the regional centre of Narrabri.
  • E. Snowy River Shire
    Snowy River Shire was a former local government area in New South Wales, Australia, encompassing parts of the Snowy Mountains region before its amalgamation into the Snowy Monaro Regional Council.
  • 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
Triple: [Cunnamulla, localGovernmentArea, Paroo Shire]
Generated description
Paroo Shire is a rural local government area in southwestern Queensland, Australia, centered on the town of Cunnamulla and known for its outback landscapes and pastoral industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paroo Shire
Target entity description: Paroo Shire is a rural local government area in southwestern Queensland, Australia, centered on the town of Cunnamulla and known for its outback landscapes and pastoral industries.
  • A. Brewarrina Shire
    Brewarrina Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and significant Indigenous heritage.
  • B. Gundagai Shire
    Gundagai Shire was a former local government area in New South Wales, Australia, centered on the town of Gundagai and known for its rural communities and historic significance before its amalgamation into a larger council area.
  • C. Woden Valley
    Woden Valley is a district and residential area in Canberra, the capital city of Australia, known for its town centre at Woden and a mix of commercial, civic, and suburban developments.
  • D. Narrabri Shire
    Narrabri Shire is a local government area in north-western New South Wales, Australia, known for its agricultural production, natural attractions, and the regional centre of Narrabri.
  • E. Snowy River Shire
    Snowy River Shire was a former local government area in New South Wales, Australia, encompassing parts of the Snowy Mountains region before its amalgamation into the Snowy Monaro Regional Council.
  • 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_69e03fb0aee081909db1c54349ec8492 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00d445c4848190b5c97bb27be6c749 completed May 10, 2026, 6:53 p.m.
NEDg Description generation batch_6a00d4e10e848190aaa2a83012cb58ba completed May 10, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5adee908190a13bfc765e7c8f06 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 3:54 a.m.