Triple

T2438877
Position Surface form Disambiguated ID Type / Status
Subject Kimberley region E53225 entity
Predicate hasRiver P165 FINISHED
Object 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.
 E446485 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: Fitzroy River | Statement: [Kimberley region, hasRiver, Fitzroy River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fitzroy River
Context triple: [Kimberley region, hasRiver, Fitzroy River]
  • A. 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.
  • B. Heathcote River
    The Heathcote River is a small urban waterway flowing through Christchurch on New Zealand’s South Island, known for its role in the city’s landscape, recreation, and flood management.
  • C. 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.
  • D. Bellinger River
    The Bellinger River is a coastal river in New South Wales, Australia, known for its scenic valley, rich biodiversity, and role in supporting local agriculture and recreation.
  • E. Canning River
    The Canning River is a significant waterway in Western Australia that flows through Perth’s southeastern suburbs before joining the Swan River.
  • 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: Fitzroy River
Triple: [Kimberley region, hasRiver, Fitzroy River]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fitzroy River
Target entity description: 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.
  • A. 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.
  • B. Heathcote River
    The Heathcote River is a small urban waterway flowing through Christchurch on New Zealand’s South Island, known for its role in the city’s landscape, recreation, and flood management.
  • C. 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.
  • D. Bellinger River
    The Bellinger River is a coastal river in New South Wales, Australia, known for its scenic valley, rich biodiversity, and role in supporting local agriculture and recreation.
  • E. Canning River
    The Canning River is a significant waterway in Western Australia that flows through Perth’s southeastern suburbs before joining the Swan River.
  • 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_69ab495b6dac8190ac82661aa1452222 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9f62ad081909373134c5adf65d9 completed March 7, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69bd677fd8a481909455b2a02830bcc6 completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd686cdddc819096cd8c15756803bf completed March 20, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_69bd68d87d948190b5dc108b731149cb completed March 20, 2026, 3:33 p.m.
Created at: March 6, 2026, 9:43 p.m.