Triple

T4854723
Position Surface form Disambiguated ID Type / Status
Subject Mid-Western Highway E108507 entity
Predicate regionServed P82 FINISHED
Object 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.
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: western New South Wales | Statement: [Mid-Western Highway, regionServed, western New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: western New South Wales
Context triple: [Mid-Western Highway, regionServed, western New South Wales]
  • A. 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.
  • B. southwestern New South Wales
    Southwestern New South Wales is a largely rural region of Australia known for its agricultural landscapes, including the Riverina, and its position inland from the southeastern coast.
  • C. eastern New South Wales
    Eastern New South Wales is a populous coastal region of the Australian state of New South Wales, encompassing major cities like Sydney and Newcastle as well as numerous smaller coastal towns.
  • D. Central West (New South Wales)
    Central West (New South Wales) is an inland region of New South Wales, Australia, known for its agricultural production, regional cities, and historic gold-mining towns.
  • E. 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.
  • 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: western New South Wales
Triple: [Mid-Western Highway, regionServed, western New South Wales]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: western New South Wales
Target entity description: 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.
  • A. 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.
  • B. southwestern New South Wales
    Southwestern New South Wales is a largely rural region of Australia known for its agricultural landscapes, including the Riverina, and its position inland from the southeastern coast.
  • C. eastern New South Wales
    Eastern New South Wales is a populous coastal region of the Australian state of New South Wales, encompassing major cities like Sydney and Newcastle as well as numerous smaller coastal towns.
  • D. Central West (New South Wales)
    Central West (New South Wales) is an inland region of New South Wales, Australia, known for its agricultural production, regional cities, and historic gold-mining towns.
  • E. 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.
  • 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_69bd440a89548190a5f14ba6da6b97dc completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d3c9d7881908c04cef2cb7db745 completed March 20, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5ce7385c8190897fd2343c0ebeed completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be5dadcec88190bf9a272c4a9aef9a completed March 21, 2026, 8:58 a.m.
NED2 Entity disambiguation (via description) batch_69be6159ff7c8190baa116240f76dea5 completed March 21, 2026, 9:14 a.m.
Created at: March 20, 2026, 1:26 p.m.