Triple

T16564560
Position Surface form Disambiguated ID Type / Status
Subject Ngarigo people E402425 entity
Predicate traditionalCountryIncludes P94538 FINISHED
Object Upper Murrumbidgee River region
The Upper Murrumbidgee River region is a culturally significant area in southeastern Australia that forms part of the traditional lands of the Ngarigo people, encompassing riverine landscapes, biodiversity, and long-standing Indigenous heritage.
E1220643 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 Murrumbidgee River region | Statement: [Ngarigo people, traditionalCountryIncludes, Upper Murrumbidgee River region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Upper Murrumbidgee River region
Context triple: [Ngarigo people, traditionalCountryIncludes, Upper Murrumbidgee River region]
  • A. Darling River region
    The Darling River region is an inland riverine area of western New South Wales, Australia, known for its vital waterway, arid landscapes, and long-standing cultural significance to Aboriginal communities.
  • 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. 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).
  • D. 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.
  • E. Macquarie River region
    The Macquarie River region is an area of central-western New South Wales, Australia, encompassing riverine landscapes and country traditionally inhabited and cared for by the Wiradjuri people.
  • 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 Murrumbidgee River region
Triple: [Ngarigo people, traditionalCountryIncludes, Upper Murrumbidgee River region]
Generated description
The Upper Murrumbidgee River region is a culturally significant area in southeastern Australia that forms part of the traditional lands of the Ngarigo people, encompassing riverine landscapes, biodiversity, and long-standing Indigenous heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Upper Murrumbidgee River region
Target entity description: The Upper Murrumbidgee River region is a culturally significant area in southeastern Australia that forms part of the traditional lands of the Ngarigo people, encompassing riverine landscapes, biodiversity, and long-standing Indigenous heritage.
  • A. Darling River region
    The Darling River region is an inland riverine area of western New South Wales, Australia, known for its vital waterway, arid landscapes, and long-standing cultural significance to Aboriginal communities.
  • 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. 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).
  • D. 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.
  • E. Macquarie River region
    The Macquarie River region is an area of central-western New South Wales, Australia, encompassing riverine landscapes and country traditionally inhabited and cared for by the Wiradjuri people.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3577043048190bc9bcf55069b769f completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006edfe7f08190857fc6f66f3be9a0 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f5fdea0819093ee1b522438cdc1 completed May 10, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a006fd9da688190abde982bbee5ba73 completed May 10, 2026, 11:45 a.m.
Created at: April 10, 2026, 5:15 a.m.