Triple

T582746
Position Surface form Disambiguated ID Type / Status
Subject Toowoomba E15092 entity
Predicate locatedInRegion P40 FINISHED
Object Darling Downs
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
E77346 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: Darling Downs | Statement: [Toowoomba, locatedInRegion, Darling Downs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darling Downs
Context triple: [Toowoomba, locatedInRegion, Darling Downs]
  • A. Central Tablelands
    The Central Tablelands is a region of New South Wales, Australia, characterized by elevated plateaus, rural towns, and a mix of agricultural and natural landscapes west of the Great Dividing Range.
  • B. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • C. Southern Tablelands
    The Southern Tablelands is a pastoral and agricultural region of New South Wales, Australia, characterized by rolling highland plains and rural townships south and southwest of Sydney.
  • D. Sunshine Coast
    Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
  • E. Kimberley region
    The Kimberley region is a remote and sparsely populated area in the far north of Western Australia, known for its dramatic rugged landscapes, ancient rock formations, and rich Aboriginal cultural heritage.
  • 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: Darling Downs
Triple: [Toowoomba, locatedInRegion, Darling Downs]
Generated description
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darling Downs
Target entity description: Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • A. Central Tablelands
    The Central Tablelands is a region of New South Wales, Australia, characterized by elevated plateaus, rural towns, and a mix of agricultural and natural landscapes west of the Great Dividing Range.
  • B. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • C. Southern Tablelands
    The Southern Tablelands is a pastoral and agricultural region of New South Wales, Australia, characterized by rolling highland plains and rural townships south and southwest of Sydney.
  • D. Sunshine Coast
    Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
  • E. Kimberley region
    The Kimberley region is a remote and sparsely populated area in the far north of Western Australia, known for its dramatic rugged landscapes, ancient rock formations, and rich Aboriginal cultural heritage.
  • 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_69a4935783b8819082b77726ec10cc42 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49b85becc8190b4d98c00e5fa7c04 completed March 1, 2026, 8:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69a55a734f6c8190a141dafc03dd2e77 completed March 2, 2026, 9:37 a.m.
NEDg Description generation batch_69a55b3c0d008190bb5fca8cb4aa6df5 completed March 2, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69a55b8812648190b4b35f630f0003a0 completed March 2, 2026, 9:42 a.m.
Created at: March 1, 2026, 7:33 p.m.