Triple

T5300991
Position Surface form Disambiguated ID Type / Status
Subject Wamba Wamba people E119978 entity
Predicate cultureArea P1968 FINISHED
Object Murray River cultural region E71713 NE FINISHED

How this triple was built (2 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 cultural region | Statement: [Wamba Wamba people, cultureArea, Murray River cultural region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murray River cultural region
Context triple: [Wamba Wamba people, cultureArea, Murray River cultural region]
  • A. Murray–Darling Depression bioregion
    The Murray–Darling Depression bioregion is a large, semi-arid ecological region in southeastern Australia characterized by low-relief landscapes, saline lakes, and dryland ecosystems within the broader Murray–Darling Basin.
  • B. Victoria River region
    The Victoria River region is a remote pastoral and riverine area in the western part of Australia's Northern Territory, known for its rugged landscapes, cattle stations, and significant Aboriginal cultural heritage.
  • C. Orange River region
    The Orange River region is a historical area in southern Africa centered around the Orange River, known for its role in 19th-century Boer migrations and frontier conflicts.
  • D. 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.
  • E. Murray–Darling Basin
    The Murray–Darling Basin is Australia’s largest and most economically important river system, encompassing extensive agricultural regions and diverse ecosystems across southeastern Australia.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8509f67c8190b2f82a8370301a59 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3a8c43988190814e3b2cca509f15 completed March 22, 2026, 12:40 a.m.
Created at: March 20, 2026, 1:53 p.m.