Triple

T4644465
Position Surface form Disambiguated ID Type / Status
Subject Muswellbrook railway station E101730 entity
Predicate regionServed P82 FINISHED
Object Upper Hunter region
The Upper Hunter region is a rural area in New South Wales, Australia, known for its horse breeding, coal mining, and agricultural industries.
E13927 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: Upper Hunter region | Statement: [Muswellbrook railway station, regionServed, Upper Hunter region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Upper Hunter region
Context triple: [Muswellbrook railway station, regionServed, Upper Hunter region]
  • A. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • B. Upper Hunter Shire
    Upper Hunter Shire is a local government area in the rural Upper Hunter Valley of New South Wales, Australia, known for its equine industry, agriculture, and scenic countryside.
  • C. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • D. Lower Hunter
    Lower Hunter is a subregion of New South Wales’ Hunter Region, encompassing the more densely populated and industrialized areas around Newcastle and its surrounding 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: Upper Hunter region
Triple: [Muswellbrook railway station, regionServed, Upper Hunter region]
Generated description
The Upper Hunter region is a rural area in New South Wales, Australia, known for its horse breeding, coal mining, and agricultural industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Upper Hunter region
Target entity description: The Upper Hunter region is a rural area in New South Wales, Australia, known for its horse breeding, coal mining, and agricultural industries.
  • A. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • B. Upper Hunter Shire chosen
    Upper Hunter Shire is a local government area in the rural Upper Hunter Valley of New South Wales, Australia, known for its equine industry, agriculture, and scenic countryside.
  • C. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • D. Lower Hunter
    Lower Hunter is a subregion of New South Wales’ Hunter Region, encompassing the more densely populated and industrialized areas around Newcastle and its surrounding 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.

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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6236e5488190a0ed6991c65c0a74 completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be037117c48190a40731d00889be77 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be050e0f488190804c512e7cc17c56 completed March 21, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69be05a6bed081909c8d8830fb103610 completed March 21, 2026, 2:42 a.m.
Created at: March 20, 2026, 1:14 p.m.