Triple

T21302943
Position Surface form Disambiguated ID Type / Status
Subject Gumbaynggirr people E525114 entity
Predicate hasLanguageRevitalizationEffort P4252 FINISHED
Object Muurrbay Aboriginal Language and Culture Co-operative — NE NERFINISHED

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: Muurrbay Aboriginal Language and Culture Co-operative | Statement: [Gumbaynggirr people, hasLanguageRevitalizationEffort, Muurrbay Aboriginal Language and Culture Co-operative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muurrbay Aboriginal Language and Culture Co-operative
Context triple: [Gumbaynggirr people, hasLanguageRevitalizationEffort, Muurrbay Aboriginal Language and Culture Co-operative]
  • A. Muurrbay Aboriginal Language and Culture Co-operative chosen
    Muurrbay Aboriginal Language and Culture Co-operative is an Aboriginal community organization dedicated to the revitalization, teaching, and preservation of Gumbaynggirr and other Indigenous Australian languages and cultures.
  • B. Yamatji Marlpa Aboriginal Corporation
    Yamatji Marlpa Aboriginal Corporation is a representative body that advocates for the native title rights and interests of Yamatji and other Aboriginal peoples in Western Australia.
  • C. Yindjibarndi Aboriginal Corporation
    Yindjibarndi Aboriginal Corporation is an Indigenous Australian organization that represents and manages the land, cultural, and native title interests of the Yindjibarndi people in Western Australia.
  • D. Gundjeihmi Aboriginal Corporation
    Gundjeihmi Aboriginal Corporation is an Aboriginal organization representing the interests, rights, and cultural heritage of the Bininj people, particularly in relation to land, resources, and community development.
  • E. Kariyarra Aboriginal Corporation
    Kariyarra Aboriginal Corporation is the contemporary governing and advocacy body representing the interests, rights, and cultural heritage of the Kariyarra people in Australia.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0b517e6748190850d6f6ddf323d69 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7385da340819083c07f353f2142b0 completed April 21, 2026, 8:42 a.m.
Created at: April 16, 2026, 4:05 p.m.