Triple

T5301080
Position Surface form Disambiguated ID Type / Status
Subject Deniliquin railway line E119981 entity
Predicate regionServed P82 FINISHED
Object southern New South Wales
Southern New South Wales is a predominantly rural and agricultural region of the Australian state of New South Wales, encompassing inland towns and farming communities south of the state’s central areas.
 E512703 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: southern New South Wales | Statement: [Deniliquin railway line, regionServed, southern New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: southern New South Wales
Context triple: [Deniliquin railway line, regionServed, southern New South Wales]
  • A. 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.
  • 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. 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.
  • D. New South Wales South Coast
    The New South Wales South Coast is a scenic coastal region of southeastern Australia known for its beaches, national parks, and popular holiday towns stretching south from Sydney toward the Victorian border.
  • E. 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.
  • 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: southern New South Wales
Triple: [Deniliquin railway line, regionServed, southern New South Wales]
Generated description
Southern New South Wales is a predominantly rural and agricultural region of the Australian state of New South Wales, encompassing inland towns and farming communities south of the state’s central areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: southern New South Wales
Target entity description: Southern New South Wales is a predominantly rural and agricultural region of the Australian state of New South Wales, encompassing inland towns and farming communities south of the state’s central areas.
  • A. 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.
  • 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. 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.
  • D. New South Wales South Coast
    The New South Wales South Coast is a scenic coastal region of southeastern Australia known for its beaches, national parks, and popular holiday towns stretching south from Sydney toward the Victorian border.
  • E. 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.
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8509f67c8190b2f82a8370301a59 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf188394ec81909a03afe92750e9c1 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf1c6c84b481909c7e650c58961bd7 completed March 21, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69bf1cce6f9881908499ac380f183ffb completed March 21, 2026, 10:33 p.m.
Created at: March 20, 2026, 1:53 p.m.