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.