Triple

T6934131
Position Surface form Disambiguated ID Type / Status
Subject Wentworth Shire E160509 entity
Predicate locatedAtRiverJunction P11842 FINISHED
Object Murray River and Darling River
The Murray and Darling rivers are two of Australia's longest and most significant waterways, forming a major inland river system that supports agriculture, ecosystems, and communities across southeastern Australia.
E668386 NE FINISHED

How this triple was built (5 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: Murray River and Darling River | Statement: [Wentworth Shire, locatedAtRiverJunction, Murray River and Darling River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murray River and Darling River
Context triple: [Wentworth Shire, locatedAtRiverJunction, Murray River and Darling River]
  • A. Murray River
    The Murray River is Australia's longest river, forming much of the border between New South Wales and Victoria and serving as a vital waterway for agriculture, ecosystems, and communities in southeastern Australia.
  • B. Murrumbidgee River
    The Murrumbidgee River is a major inland river in southeastern Australia that flows through New South Wales and the Australian Capital Territory before joining the Murray River.
  • C. Darling River
    The Darling River is one of Australia’s major inland rivers, flowing through New South Wales and forming part of the Murray–Darling Basin, a crucial agricultural and ecological region.
  • D. Riverina
    Riverina is a major agricultural region in southwestern New South Wales, Australia, known for its extensive irrigation-based farming and food production.
  • E. Macquarie River (New South Wales)
    The Macquarie River is a major inland river of central-western New South Wales, Australia, flowing through agricultural regions and wetlands before joining the Barwon-Darling river system.
  • 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: Murray River and Darling River
Triple: [Wentworth Shire, locatedAtRiverJunction, Murray River and Darling River]
Generated description
The Murray and Darling rivers are two of Australia's longest and most significant waterways, forming a major inland river system that supports agriculture, ecosystems, and communities across southeastern Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murray River and Darling River
Target entity description: The Murray and Darling rivers are two of Australia's longest and most significant waterways, forming a major inland river system that supports agriculture, ecosystems, and communities across southeastern Australia.
  • A. Murray River
    The Murray River is Australia's longest river, forming much of the border between New South Wales and Victoria and serving as a vital waterway for agriculture, ecosystems, and communities in southeastern Australia.
  • B. Murrumbidgee River
    The Murrumbidgee River is a major inland river in southeastern Australia that flows through New South Wales and the Australian Capital Territory before joining the Murray River.
  • C. Darling River
    The Darling River is one of Australia’s major inland rivers, flowing through New South Wales and forming part of the Murray–Darling Basin, a crucial agricultural and ecological region.
  • D. Riverina
    Riverina is a major agricultural region in southwestern New South Wales, Australia, known for its extensive irrigation-based farming and food production.
  • E. Macquarie River (New South Wales)
    The Macquarie River is a major inland river of central-western New South Wales, Australia, flowing through agricultural regions and wetlands before joining the Barwon-Darling river system.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: locatedAtRiverJunction
Context triple: [Wentworth Shire, locatedAtRiverJunction, Murray River and Darling River]
  • A. locatedOnBankOfRiver
    Indicates that one entity is situated along or directly adjacent to the bank of a specified river.
  • B. locatedBetweenRiver
    Indicates that an entity is situated in the area or region between two segments or banks of a river, or between two rivers.
  • C. locatedAcrossRiverFrom
    Indicates that one entity is situated on the opposite side of a river relative to another entity.
  • D. locatedInRiverValley
    Indicates that something is situated within the geographical area of a river valley.
  • E. locatedAtConfluenceOf chosen
    Indicates that something is situated at the meeting point where two or more bodies of water or similar flowing features join together.
  • F. None of above.

Provenance (6 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_69c6884e15208190b9e91487eaafcf85 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e0c74fe48190aeaa018631e52ef6 completed March 27, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c364d248190a5ce03fd52de91ba completed March 28, 2026, 8:38 p.m.
NEDg Description generation batch_69c83e6bad30819094aeca19d5bcaa0c completed March 28, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69c83f1e257c8190b027a15a132bc2d1 completed March 28, 2026, 8:50 p.m.
PD Predicate disambiguation batch_69c6d7bd5a388190a57a96d925696ff6 completed March 27, 2026, 7:17 p.m.
Created at: March 27, 2026, 2:27 p.m.