Triple

T17626335
Position Surface form Disambiguated ID Type / Status
Subject Gwydir Highway E429853 entity
Predicate region P40 FINISHED
Object Far North West New South Wales
Far North West New South Wales is a sparsely populated, arid outback region of northwestern New South Wales, Australia, known for its remote landscapes and small rural communities.
E475018 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: Far North West New South Wales | Statement: [Gwydir Highway, region, Far North West New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Far North West New South Wales
Context triple: [Gwydir Highway, region, Far North West New South Wales]
  • A. North West New South Wales
    North West New South Wales is a largely rural and regional area in the northwestern part of the Australian state of New South Wales, encompassing agricultural communities and regional centres such as Tamworth and Armidale.
  • B. 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.
  • C. Far North Coast of New South Wales
    The Far North Coast of New South Wales is a subtropical coastal region in northeastern New South Wales known for its beaches, hinterland, and regional centres such as Lismore and Byron Bay.
  • D. western New South Wales
    Western New South Wales is a sparsely populated inland region of the Australian state of New South Wales, characterized by its arid landscapes, agricultural activity, and remote rural communities.
  • E. North West Slopes region of New South Wales
    The North West Slopes region of New South Wales is a predominantly agricultural inland area characterized by undulating slopes between the New England Tablelands and the western plains, known for its grain, cotton, and livestock production.
  • 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: Far North West New South Wales
Triple: [Gwydir Highway, region, Far North West New South Wales]
Generated description
Far North West New South Wales is a sparsely populated, arid outback region of northwestern New South Wales, Australia, known for its remote landscapes and small rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Far North West New South Wales
Target entity description: Far North West New South Wales is a sparsely populated, arid outback region of northwestern New South Wales, Australia, known for its remote landscapes and small rural communities.
  • A. North West New South Wales
    North West New South Wales is a largely rural and regional area in the northwestern part of the Australian state of New South Wales, encompassing agricultural communities and regional centres such as Tamworth and Armidale.
  • B. 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.
  • C. Far North Coast of New South Wales
    The Far North Coast of New South Wales is a subtropical coastal region in northeastern New South Wales known for its beaches, hinterland, and regional centres such as Lismore and Byron Bay.
  • D. western New South Wales chosen
    Western New South Wales is a sparsely populated inland region of the Australian state of New South Wales, characterized by its arid landscapes, agricultural activity, and remote rural communities.
  • E. North West Slopes region of New South Wales
    The North West Slopes region of New South Wales is a predominantly agricultural inland area characterized by undulating slopes between the New England Tablelands and the western plains, known for its grain, cotton, and livestock production.
  • F. None of above.

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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46dbd122c8190a5db8c0088c81034 completed April 19, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a991e6881909ce905419e645a6a completed May 11, 2026, 4:58 p.m.
NEDg Description generation batch_6a020c10d1bc81909b0f04337df36be8 completed May 11, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_6a020cefce4c8190a92f543533e4b801 completed May 11, 2026, 5:08 p.m.
Created at: April 10, 2026, 5:52 a.m.