Triple

T13239055
Position Surface form Disambiguated ID Type / Status
Subject Division of Macquarie E315230 entity
Predicate locatedIn P40 FINISHED
Object Hawkesbury region
The Hawkesbury region is a semi-rural area in north-western Greater Sydney, New South Wales, known for its historic towns, fertile river plains along the Hawkesbury River, and a mix of agriculture, bushland, and growing residential communities.
E1028923 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: Hawkesbury region | Statement: [Division of Macquarie, locatedIn, Hawkesbury region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawkesbury region
Context triple: [Division of Macquarie, locatedIn, Hawkesbury region]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Yass Valley region
    The Yass Valley region is a local government area in New South Wales, Australia, known for its rural landscapes, historic towns, and agricultural activities centered around the town of Yass.
  • E. Cootamundra-Gundagai region
    The Cootamundra-Gundagai region is a local government area in New South Wales, Australia, encompassing the rural towns of Cootamundra, Gundagai, and surrounding 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: Hawkesbury region
Triple: [Division of Macquarie, locatedIn, Hawkesbury region]
Generated description
The Hawkesbury region is a semi-rural area in north-western Greater Sydney, New South Wales, known for its historic towns, fertile river plains along the Hawkesbury River, and a mix of agriculture, bushland, and growing residential communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawkesbury region
Target entity description: The Hawkesbury region is a semi-rural area in north-western Greater Sydney, New South Wales, known for its historic towns, fertile river plains along the Hawkesbury River, and a mix of agriculture, bushland, and growing residential communities.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Yass Valley region
    The Yass Valley region is a local government area in New South Wales, Australia, known for its rural landscapes, historic towns, and agricultural activities centered around the town of Yass.
  • E. Cootamundra-Gundagai region
    The Cootamundra-Gundagai region is a local government area in New South Wales, Australia, encompassing the rural towns of Cootamundra, Gundagai, and surrounding 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_69d806b1072881909e46bd212259c5f0 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d5850ac8190849a51da39efe5be completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff323a3c8190b46b24e69e653105 completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f7013a368c8190a768f837f6551f5b completed May 3, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69f7038563848190ae96538e30ecafd5 completed May 3, 2026, 8:12 a.m.
Created at: April 9, 2026, 9:23 p.m.