Triple
T3655722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darumbal people |
E77524
|
entity |
| Predicate | nativeTitleDetermination |
P48870
|
FINISHED |
| Object |
Darumbal People Native Title Claim (QUD6131/1998)
Darumbal People Native Title Claim (QUD6131/1998) is the formal legal proceeding through which the Darumbal people sought and obtained recognition of their traditional land rights under Australia’s native title system in central Queensland.
|
E377698
|
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: Darumbal People Native Title Claim (QUD6131/1998) | Statement: [Darumbal people, nativeTitleDetermination, Darumbal People Native Title Claim (QUD6131/1998)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darumbal People Native Title Claim (QUD6131/1998) Context triple: [Darumbal people, nativeTitleDetermination, Darumbal People Native Title Claim (QUD6131/1998)]
-
A.
Yirrkala bark petitions
The Yirrkala bark petitions are historic 1963 documents created by Yolngu elders on painted bark, recognized as the first traditional Aboriginal artworks used to assert Indigenous land rights in the Australian Parliament.
-
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.
Yolngu land rights movement
The Yolngu land rights movement is an Indigenous Australian campaign led by the Yolngu people of Arnhem Land to assert traditional ownership, protect sacred lands, and secure legal recognition of their land and cultural rights.
-
D.
Mabo v Queensland (No 2)
Mabo v Queensland (No 2) is a landmark 1992 High Court of Australia decision that recognized native title and overturned the doctrine of terra nullius in relation to Aboriginal and Torres Strait Islander land rights.
-
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: Darumbal People Native Title Claim (QUD6131/1998) Triple: [Darumbal people, nativeTitleDetermination, Darumbal People Native Title Claim (QUD6131/1998)]
Generated description
Darumbal People Native Title Claim (QUD6131/1998) is the formal legal proceeding through which the Darumbal people sought and obtained recognition of their traditional land rights under Australia’s native title system in central Queensland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darumbal People Native Title Claim (QUD6131/1998) Target entity description: Darumbal People Native Title Claim (QUD6131/1998) is the formal legal proceeding through which the Darumbal people sought and obtained recognition of their traditional land rights under Australia’s native title system in central Queensland.
-
A.
Yirrkala bark petitions
The Yirrkala bark petitions are historic 1963 documents created by Yolngu elders on painted bark, recognized as the first traditional Aboriginal artworks used to assert Indigenous land rights in the Australian Parliament.
-
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.
Yolngu land rights movement
The Yolngu land rights movement is an Indigenous Australian campaign led by the Yolngu people of Arnhem Land to assert traditional ownership, protect sacred lands, and secure legal recognition of their land and cultural rights.
-
D.
Mabo v Queensland (No 2)
Mabo v Queensland (No 2) is a landmark 1992 High Court of Australia decision that recognized native title and overturned the doctrine of terra nullius in relation to Aboriginal and Torres Strait Islander land rights.
-
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
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nativeTitleDetermination Context triple: [Darumbal people, nativeTitleDetermination, Darumbal People Native Title Claim (QUD6131/1998)]
-
A.
hasNativeTitleDetermination
chosen
Indicates that an entity has an associated legal or official determination regarding native title rights or interests.
-
B.
namedForTitle
Indicates that one entity is named after or in honor of the title (such as a rank, honorific, or formal designation) associated with another entity.
-
C.
nativeLabel
Indicates the label or name of an entity expressed in its own native or original language.
-
D.
hasTitleInTransliteration
Indicates that an entity has a specific title represented in a transliterated form from another writing system.
-
E.
usesTitle
Indicates that one entity refers to or addresses another entity using a specific title or formal designation.
- F. None of above.
Provenance (6 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_69ad85def5cc8190863dccf55a18bebb |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3baf57c8190b72b5d1b910d9db6 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4883dc5408190a6e7e110acf03a15 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48b3c360c8190a9851b8f5f639bef |
completed | March 13, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4af2032188190b29939d5dc19ccd1 |
completed | March 14, 2026, 12:43 a.m. |
| PD | Predicate disambiguation | batch_69adb84650148190bf79231105e58d7f |
completed | March 8, 2026, 5:56 p.m. |
Created at: March 8, 2026, 3:24 p.m.