Triple

T14221175
Position Surface form Disambiguated ID Type / Status
Subject Tumut District Hospital E352495 entity
Predicate regionServed P82 FINISHED
Object Murrumbidgee region
The Murrumbidgee region is an agricultural and rural area in southern New South Wales, Australia, centered around the Murrumbidgee River and encompassing numerous farming communities and regional towns.
E71713 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: Murrumbidgee region | Statement: [Tumut District Hospital, regionServed, Murrumbidgee region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murrumbidgee region
Context triple: [Tumut District Hospital, regionServed, Murrumbidgee region]
  • A. 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.
  • B. Murray River region
    The Murray River region is a cross-border rural and semi-urban area along Australia’s longest river, known for its irrigated agriculture, river-based tourism, and cultural hubs such as Albury-Wodonga.
  • C. 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.
  • D. Goulburn Valley
    Goulburn Valley is a fertile agricultural region in north-central Victoria, Australia, traditionally belonging to the Yorta Yorta people and known for its fruit growing and dairy production.
  • E. Tweed River region
    The Tweed River region is a coastal area in northeastern New South Wales, Australia, traditionally belonging to the Bundjalung people and known for its river system, fertile valleys, and proximity to Mount Warning (Wollumbin).
  • 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: Murrumbidgee region
Triple: [Tumut District Hospital, regionServed, Murrumbidgee region]
Generated description
The Murrumbidgee region is an agricultural and rural area in southern New South Wales, Australia, centered around the Murrumbidgee River and encompassing numerous farming communities and regional towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murrumbidgee region
Target entity description: The Murrumbidgee region is an agricultural and rural area in southern New South Wales, Australia, centered around the Murrumbidgee River and encompassing numerous farming communities and regional towns.
  • A. Riverina region chosen
    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.
  • B. Murray River region
    The Murray River region is a cross-border rural and semi-urban area along Australia’s longest river, known for its irrigated agriculture, river-based tourism, and cultural hubs such as Albury-Wodonga.
  • C. 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.
  • D. Goulburn Valley
    Goulburn Valley is a fertile agricultural region in north-central Victoria, Australia, traditionally belonging to the Yorta Yorta people and known for its fruit growing and dairy production.
  • E. Tweed River region
    The Tweed River region is a coastal area in northeastern New South Wales, Australia, traditionally belonging to the Bundjalung people and known for its river system, fertile valleys, and proximity to Mount Warning (Wollumbin).
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6213801c8190a47705cd890b9ae7 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd55008a5c8190b005a12df7ef2f75 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5658f6c081908ab936c8a596f0d5 completed May 8, 2026, 3:19 a.m.
NED2 Entity disambiguation (via description) batch_69fd56c0821c8190bcd56754575671cb completed May 8, 2026, 3:21 a.m.
Created at: April 10, 2026, 1:06 a.m.