Triple

T12646670
Position Surface form Disambiguated ID Type / Status
Subject Barrier Highway E302042 entity
Predicate runsFrom P6767 FINISHED
Object Nyngan, New South Wales
Nyngan, New South Wales is a small rural town in western New South Wales, Australia, known as an agricultural service centre on the Bogan River and a key stop on major inland transport routes.
 E994361 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: Nyngan, New South Wales | Statement: [Barrier Highway, runsFrom, Nyngan, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nyngan, New South Wales
Context triple: [Barrier Highway, runsFrom, Nyngan, New South Wales]
  • A. Yenda, New South Wales
    Yenda, New South Wales is a small rural town in the Riverina region known for its significant role in Australia’s wine and agriculture industries.
  • B. Yamba, New South Wales
    Yamba, New South Wales is a coastal town at the mouth of the Clarence River known for its beaches, fishing, and relaxed holiday atmosphere on the North Coast of Australia.
  • C. Milbrulong, New South Wales
    Milbrulong, New South Wales is a small rural locality in the Riverina region of southern New South Wales, Australia.
  • D. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • E. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • 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: Nyngan, New South Wales
Triple: [Barrier Highway, runsFrom, Nyngan, New South Wales]
Generated description
Nyngan, New South Wales is a small rural town in western New South Wales, Australia, known as an agricultural service centre on the Bogan River and a key stop on major inland transport routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nyngan, New South Wales
Target entity description: Nyngan, New South Wales is a small rural town in western New South Wales, Australia, known as an agricultural service centre on the Bogan River and a key stop on major inland transport routes.
  • A. Yenda, New South Wales
    Yenda, New South Wales is a small rural town in the Riverina region known for its significant role in Australia’s wine and agriculture industries.
  • B. Yamba, New South Wales
    Yamba, New South Wales is a coastal town at the mouth of the Clarence River known for its beaches, fishing, and relaxed holiday atmosphere on the North Coast of Australia.
  • C. Milbrulong, New South Wales
    Milbrulong, New South Wales is a small rural locality in the Riverina region of southern New South Wales, Australia.
  • D. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • E. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9614cefdc81908cfc4a4d04aa6eda completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6687bbb408190b80da2d0310f82c5 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6695372688190b09a2bb2e58cb546 completed May 2, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69f669fe4bc48190adba50ad58b10c45 completed May 2, 2026, 9:17 p.m.
Created at: April 9, 2026, 5:17 p.m.