Triple
T3712959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nhulunbuy |
E81457
|
entity |
| Predicate | hasAboriginalCorporation |
P50965
|
FINISHED |
| Object |
Gumatj Corporation
Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
|
E382307
|
NE FINISHED |
How this triple was built (5 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: Gumatj Corporation | Statement: [Nhulunbuy, hasAboriginalCorporation, Gumatj Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gumatj Corporation Context triple: [Nhulunbuy, hasAboriginalCorporation, Gumatj Corporation]
-
A.
Darug Tribal Aboriginal Corporation
The Darug Tribal Aboriginal Corporation is an Indigenous Australian organization that represents and advocates for the rights, culture, and heritage of the Darug people, the traditional custodians of parts of the Sydney region.
-
B.
Jabalbina Yalanji Aboriginal Corporation
Jabalbina Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and land and sea country in Far North Queensland, Australia.
-
C.
Yorta Yorta Nation Aboriginal Corporation
Yorta Yorta Nation Aboriginal Corporation is the representative body and land council for the Yorta Yorta people of north-central Victoria and southern New South Wales, working to manage their native title interests, cultural heritage, and community development.
-
D.
Eastern Kuku Yalanji Aboriginal Corporation
Eastern Kuku Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and community development initiatives in Far North Queensland, Australia.
-
E.
Gundungurra Tribal Council Aboriginal Corporation
Gundungurra Tribal Council Aboriginal Corporation is an Aboriginal community-controlled organisation representing the interests, rights, and cultural heritage of the Gundungurra people.
- 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: Gumatj Corporation Triple: [Nhulunbuy, hasAboriginalCorporation, Gumatj Corporation]
Generated description
Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gumatj Corporation Target entity description: Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
-
A.
Rirratjingu Aboriginal Corporation
Rirratjingu Aboriginal Corporation is an Indigenous-owned organization representing the Rirratjingu people of Northeast Arnhem Land, managing their land, cultural interests, and community development initiatives.
-
B.
Darug Tribal Aboriginal Corporation
The Darug Tribal Aboriginal Corporation is an Indigenous Australian organization that represents and advocates for the rights, culture, and heritage of the Darug people, the traditional custodians of parts of the Sydney region.
-
C.
Jabalbina Yalanji Aboriginal Corporation
Jabalbina Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and land and sea country in Far North Queensland, Australia.
-
D.
Yorta Yorta Nation Aboriginal Corporation
Yorta Yorta Nation Aboriginal Corporation is the representative body and land council for the Yorta Yorta people of north-central Victoria and southern New South Wales, working to manage their native title interests, cultural heritage, and community development.
-
E.
Eastern Kuku Yalanji Aboriginal Corporation
Eastern Kuku Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and community development initiatives in Far North Queensland, Australia.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAboriginalCorporation Context triple: [Nhulunbuy, hasAboriginalCorporation, Gumatj Corporation]
-
A.
hasTraditionalOwner
Indicates that an entity is recognized as the customary or ancestral owner or custodian of another entity, typically land, territory, or a cultural site.
-
B.
hasIndigenousStatus
Indicates that an entity possesses a recognized indigenous status or is classified as indigenous according to a specific legal, cultural, or organizational framework.
-
C.
recognizedTribalEntity
Indicates that an entity is officially acknowledged as a tribal nation or community by a governing authority.
-
D.
recognizedAsIndigenousIn
Indicates that an entity is officially acknowledged or classified as Indigenous within a specified region, country, or jurisdiction.
-
E.
isFederallyRecognizedTribeIn
Indicates that a tribe has official federal recognition as a tribal entity within a specified country or jurisdiction.
- F. None of above. chosen
Provenance (7 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_69ad8b1a81588190b3f27a5483bb610e |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc9cbc5648190936f93868086167e |
completed | March 8, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce0834288190b16cf49477dc2ed9 |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4cfb49b748190a49435c46540f0c7 |
completed | March 14, 2026, 3:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d06e34408190a0dc77b82e4fe308 |
completed | March 14, 2026, 3:05 a.m. |
| PD | Predicate disambiguation | batch_69adc041a8608190a2d543dab6d2ef6c |
completed | March 8, 2026, 6:30 p.m. |
| PDg | Predicate description generation | batch_69adc133ef50819094c2b971f31f1615 |
completed | March 8, 2026, 6:34 p.m. |
Created at: March 8, 2026, 3:33 p.m.