Triple

T15487393
Position Surface form Disambiguated ID Type / Status
Subject Warwick, Queensland E377081 entity
Predicate electoralDistrictState P19338 FINISHED
Object Southern Downs (Queensland state electorate)
Southern Downs (Queensland state electorate) is a rural state electoral district in Queensland, Australia, centered on the town of Warwick and surrounding areas near the New South Wales border.
 E1160754 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: Southern Downs (Queensland state electorate) | Statement: [Warwick, Queensland, electoralDistrictState, Southern Downs (Queensland state electorate)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Downs (Queensland state electorate)
Context triple: [Warwick, Queensland, electoralDistrictState, Southern Downs (Queensland state electorate)]
  • A. electorate of Daly
    The electorate of Daly is a rural electoral division in Australia's Northern Territory, represented in the Northern Territory Legislative Assembly.
  • B. electorate of Katherine
    The electorate of Katherine is a Northern Territory Legislative Assembly seat centered on the regional town of Katherine in Australia’s Top End.
  • C. Queensland state elections
    Queensland state elections are periodic democratic contests in which voters choose representatives to the Queensland Parliament and ultimately determine who will govern the Australian state of Queensland.
  • D. electorate of Nightcliff
    The electorate of Nightcliff is an urban electoral district in the Northern Territory of Australia, centered on the Darwin suburb of Nightcliff and represented in the Northern Territory Legislative Assembly.
  • E. electorate of Arnhem
    The electorate of Arnhem is a remote electoral district in Australia's Northern Territory that covers a large, sparsely populated area including many Aboriginal communities.
  • 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: Southern Downs (Queensland state electorate)
Triple: [Warwick, Queensland, electoralDistrictState, Southern Downs (Queensland state electorate)]
Generated description
Southern Downs (Queensland state electorate) is a rural state electoral district in Queensland, Australia, centered on the town of Warwick and surrounding areas near the New South Wales border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Downs (Queensland state electorate)
Target entity description: Southern Downs (Queensland state electorate) is a rural state electoral district in Queensland, Australia, centered on the town of Warwick and surrounding areas near the New South Wales border.
  • A. electorate of Daly
    The electorate of Daly is a rural electoral division in Australia's Northern Territory, represented in the Northern Territory Legislative Assembly.
  • B. electorate of Katherine
    The electorate of Katherine is a Northern Territory Legislative Assembly seat centered on the regional town of Katherine in Australia’s Top End.
  • C. Queensland state elections
    Queensland state elections are periodic democratic contests in which voters choose representatives to the Queensland Parliament and ultimately determine who will govern the Australian state of Queensland.
  • D. electorate of Nightcliff
    The electorate of Nightcliff is an urban electoral district in the Northern Territory of Australia, centered on the Darwin suburb of Nightcliff and represented in the Northern Territory Legislative Assembly.
  • E. electorate of Arnhem
    The electorate of Arnhem is a remote electoral district in Australia's Northern Territory that covers a large, sparsely populated area including many Aboriginal communities.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8f71a08190a440ff19dcc65312 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff365b3980819094d3ca0b7766009c completed May 9, 2026, 1:27 p.m.
NEDg Description generation batch_69ff376dac388190ab3b7e3553d2de29 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:48 a.m.