Triple

T2595903
Position Surface form Disambiguated ID Type / Status
Subject Mandurah E58229 entity
Predicate hasWaterBody P165 FINISHED
Object Murray River (Western Australia)
Murray River (Western Australia) is a significant river in the Peel region that flows through the city of Mandurah before entering the Peel-Harvey Estuary.
E451379 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: Murray River (Western Australia) | Statement: [Mandurah, hasWaterBody, Murray River (Western Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murray River (Western Australia)
Context triple: [Mandurah, hasWaterBody, Murray River (Western Australia)]
  • A. Canning River
    The Canning River is a significant waterway in Western Australia that flows through Perth’s southeastern suburbs before joining the Swan River.
  • B. Hutt River
    Hutt River is a major river in the Wellington region of New Zealand’s North Island, flowing through the Hutt Valley to Wellington Harbour.
  • C. Fitzroy River
    The Fitzroy River is a major river system in Western Australia's remote Kimberley region, known for its ecological significance, seasonal flooding, and cultural importance to Indigenous communities.
  • D. Fitzroy River
    The Fitzroy River is a major river system in central Queensland, Australia, known for flowing through the city of Rockhampton and supporting significant regional agriculture and industry.
  • E. 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.
  • 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 (Western Australia)
Triple: [Mandurah, hasWaterBody, Murray River (Western Australia)]
Generated description
Murray River (Western Australia) is a significant river in the Peel region that flows through the city of Mandurah before entering the Peel-Harvey Estuary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murray River (Western Australia)
Target entity description: Murray River (Western Australia) is a significant river in the Peel region that flows through the city of Mandurah before entering the Peel-Harvey Estuary.
  • A. Canning River
    The Canning River is a significant waterway in Western Australia that flows through Perth’s southeastern suburbs before joining the Swan River.
  • B. Hutt River
    Hutt River is a major river in the Wellington region of New Zealand’s North Island, flowing through the Hutt Valley to Wellington Harbour.
  • C. Fitzroy River
    The Fitzroy River is a major river system in central Queensland, Australia, known for flowing through the city of Rockhampton and supporting significant regional agriculture and industry.
  • D. Fitzroy River
    The Fitzroy River is a major river system in Western Australia's remote Kimberley region, known for its ecological significance, seasonal flooding, and cultural importance to Indigenous communities.
  • E. 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.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd42978f881909f217e7ec9ac3144 completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69bdb8d89e248190a9cd92e9f61697f8 completed March 20, 2026, 9:15 p.m.
NEDg Description generation batch_69bdbe7657c08190a1dfb6afadd27cc7 completed March 20, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69bdbed900b48190b8f41dc306dfed48 completed March 20, 2026, 9:40 p.m.
Created at: March 6, 2026, 9:49 p.m.