Triple
T21302939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gumbaynggirr people |
E525114
|
entity |
| Predicate | hasOrganization |
P629
|
FINISHED |
| Object |
Bularri Muurlay Nyanggan Aboriginal Cultural Centre
Bularri Muurlay Nyanggan Aboriginal Cultural Centre is a community-run cultural hub dedicated to preserving and sharing Gumbaynggirr language, traditions, and heritage through education and cultural programs.
|
E1477539
|
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: Bularri Muurlay Nyanggan Aboriginal Cultural Centre | Statement: [Gumbaynggirr people, hasOrganization, Bularri Muurlay Nyanggan Aboriginal Cultural Centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bularri Muurlay Nyanggan Aboriginal Cultural Centre Context triple: [Gumbaynggirr people, hasOrganization, Bularri Muurlay Nyanggan Aboriginal Cultural Centre]
-
A.
Buku-Larrnggay Mulka Centre
Buku-Larrnggay Mulka Centre is an Indigenous-owned art centre in Yirrkala, Northern Territory, renowned for showcasing and supporting contemporary and traditional Yolngu art and culture.
-
B.
Ngarrindjeri cultural centre
The Ngarrindjeri cultural centre is a community hub dedicated to preserving and sharing the history, traditions, and contemporary culture of the Ngarrindjeri people of South Australia.
-
C.
Bangerang Cultural Centre
The Bangerang Cultural Centre is an institution dedicated to preserving, promoting, and educating the public about the culture, history, and heritage of the Bangerang Aboriginal people.
-
D.
Raukkan Aboriginal School
Raukkan Aboriginal School is a small community school in Raukkan, South Australia, that primarily serves local Ngarrindjeri Aboriginal children and focuses on culturally responsive education.
-
E.
Yawuru cultural centre (Broome)
The Yawuru cultural centre in Broome is a community hub dedicated to preserving, showcasing, and teaching the language, history, and living culture of the Yawuru people of Western Australia.
- 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: Bularri Muurlay Nyanggan Aboriginal Cultural Centre Triple: [Gumbaynggirr people, hasOrganization, Bularri Muurlay Nyanggan Aboriginal Cultural Centre]
Generated description
Bularri Muurlay Nyanggan Aboriginal Cultural Centre is a community-run cultural hub dedicated to preserving and sharing Gumbaynggirr language, traditions, and heritage through education and cultural programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bularri Muurlay Nyanggan Aboriginal Cultural Centre Target entity description: Bularri Muurlay Nyanggan Aboriginal Cultural Centre is a community-run cultural hub dedicated to preserving and sharing Gumbaynggirr language, traditions, and heritage through education and cultural programs.
-
A.
Buku-Larrnggay Mulka Centre
Buku-Larrnggay Mulka Centre is an Indigenous-owned art centre in Yirrkala, Northern Territory, renowned for showcasing and supporting contemporary and traditional Yolngu art and culture.
-
B.
Ngarrindjeri cultural centre
The Ngarrindjeri cultural centre is a community hub dedicated to preserving and sharing the history, traditions, and contemporary culture of the Ngarrindjeri people of South Australia.
-
C.
Bangerang Cultural Centre
The Bangerang Cultural Centre is an institution dedicated to preserving, promoting, and educating the public about the culture, history, and heritage of the Bangerang Aboriginal people.
-
D.
Raukkan Aboriginal School
Raukkan Aboriginal School is a small community school in Raukkan, South Australia, that primarily serves local Ngarrindjeri Aboriginal children and focuses on culturally responsive education.
-
E.
Yawuru cultural centre (Broome)
The Yawuru cultural centre in Broome is a community hub dedicated to preserving, showcasing, and teaching the language, history, and living culture of the Yawuru people of Western Australia.
- 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.