Triple

T3541078
Position Surface form Disambiguated ID Type / Status
Subject Gundungurra people E74885 entity
Predicate traditionalRegion P1968 FINISHED
Object Goulburn region, New South Wales
Goulburn region, New South Wales is an area in southeastern Australia known today for its regional city of Goulburn and surrounding rural landscapes, situated on the traditional lands of the Gundungurra people.
E367384 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: Goulburn region, New South Wales | Statement: [Gundungurra people, traditionalRegion, Goulburn region, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Goulburn region, New South Wales
Context triple: [Gundungurra people, traditionalRegion, Goulburn region, New South Wales]
  • A. Goulburn Valley
    Goulburn Valley is a fertile agricultural region in north-central Victoria, Australia, traditionally belonging to the Yorta Yorta people and known for its fruit growing and dairy production.
  • B. Queanbeyan–Palerang region
    The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
  • C. Northern New South Wales
    Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
  • D. Inland New South Wales
    Inland New South Wales is the largely rural, non-coastal interior region of the Australian state of New South Wales, encompassing its agricultural heartlands and many sparsely populated areas.
  • E. 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.
  • 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: Goulburn region, New South Wales
Triple: [Gundungurra people, traditionalRegion, Goulburn region, New South Wales]
Generated description
Goulburn region, New South Wales is an area in southeastern Australia known today for its regional city of Goulburn and surrounding rural landscapes, situated on the traditional lands of the Gundungurra people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Goulburn region, New South Wales
Target entity description: Goulburn region, New South Wales is an area in southeastern Australia known today for its regional city of Goulburn and surrounding rural landscapes, situated on the traditional lands of the Gundungurra people.
  • A. Goulburn Valley
    Goulburn Valley is a fertile agricultural region in north-central Victoria, Australia, traditionally belonging to the Yorta Yorta people and known for its fruit growing and dairy production.
  • B. Queanbeyan–Palerang region
    The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
  • C. Northern New South Wales
    Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
  • D. Inland New South Wales
    Inland New South Wales is the largely rural, non-coastal interior region of the Australian state of New South Wales, encompassing its agricultural heartlands and many sparsely populated areas.
  • E. 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.
  • 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbf729000819086e4fdba9e73e198 completed March 8, 2026, 6:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bda9b848190a06b4b7113f97fc1 completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c6dbfcc8190897d0c12e8ce4416 completed March 13, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69b38cf9d8188190adb91671d062a6f9 completed March 13, 2026, 4:05 a.m.
Created at: March 8, 2026, 3:20 p.m.