Triple
T21302937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gumbaynggirr people |
E525114
|
entity |
| Predicate | hasOrganization |
P629
|
FINISHED |
| Object |
Muurrbay Aboriginal Language and Culture Co-operative
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.
|
E1477538
|
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: Muurrbay Aboriginal Language and Culture Co-operative | Statement: [Gumbaynggirr people, hasOrganization, 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, hasOrganization, Muurrbay Aboriginal Language and Culture Co-operative]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Bawinanga Aboriginal Corporation
Bawinanga Aboriginal Corporation is an Indigenous-owned organization based in Maningrida in Australia’s Northern Territory that provides community services, employment, and support for outstations and homelands in the 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: Muurrbay Aboriginal Language and Culture Co-operative Triple: [Gumbaynggirr people, hasOrganization, Muurrbay Aboriginal Language and Culture Co-operative]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muurrbay Aboriginal Language and Culture Co-operative Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Bawinanga Aboriginal Corporation
Bawinanga Aboriginal Corporation is an Indigenous-owned organization based in Maningrida in Australia’s Northern Territory that provides community services, employment, and support for outstations and homelands in the 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_69e0b517e6748190850d6f6ddf323d69 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7385da340819083c07f353f2142b0 |
completed | April 21, 2026, 8:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099ed108ec81909042b00955d5cd0c |
completed | May 17, 2026, 10:56 a.m. |
| NEDg | Description generation | batch_6a099f592488819098c54b433ce5e67e |
completed | May 17, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09a033f5108190b8000934050ad55e |
completed | May 17, 2026, 11:02 a.m. |
Created at: April 16, 2026, 4:05 p.m.