Triple

T15805851
Position Surface form Disambiguated ID Type / Status
Subject Darkinjung people E383213 entity
Predicate ethnicGroupOf P1898 FINISHED
Object Darkinjung Local Aboriginal Land Council area
The Darkinjung Local Aboriginal Land Council area is a designated region on the New South Wales Central Coast administered by the Darkinjung people as part of Australia’s Aboriginal land rights system.
E1179178 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: Darkinjung Local Aboriginal Land Council area | Statement: [Darkinjung people, ethnicGroupOf, Darkinjung Local Aboriginal Land Council area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darkinjung Local Aboriginal Land Council area
Context triple: [Darkinjung people, ethnicGroupOf, Darkinjung Local Aboriginal Land Council area]
  • A. Woorabinda Aboriginal Shire
    Woorabinda Aboriginal Shire is a local government area in Central Queensland, Australia, administered by and for its predominantly Aboriginal community.
  • B. Eastern Kuku Yalanji determination area
    The Eastern Kuku Yalanji determination area is a legally recognized native title region in Far North Queensland that encompasses the traditional lands and cultural estates of the Eastern Kuku Yalanji people.
  • C. Warrumbungle Shire
    Warrumbungle Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and proximity to Warrumbungle National Park.
  • D. Shire of Ngaanyatjarraku
    The Shire of Ngaanyatjarraku is a remote local government area in Western Australia that covers much of the traditional lands of the Ngaanyatjarra people in the eastern desert region.
  • E. Shire of Aurukun
    The Shire of Aurukun is a remote local government area on western Cape York Peninsula in Queensland, Australia, encompassing the predominantly Indigenous community of Aurukun and surrounding lands.
  • 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: Darkinjung Local Aboriginal Land Council area
Triple: [Darkinjung people, ethnicGroupOf, Darkinjung Local Aboriginal Land Council area]
Generated description
The Darkinjung Local Aboriginal Land Council area is a designated region on the New South Wales Central Coast administered by the Darkinjung people as part of Australia’s Aboriginal land rights system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darkinjung Local Aboriginal Land Council area
Target entity description: The Darkinjung Local Aboriginal Land Council area is a designated region on the New South Wales Central Coast administered by the Darkinjung people as part of Australia’s Aboriginal land rights system.
  • A. Woorabinda Aboriginal Shire
    Woorabinda Aboriginal Shire is a local government area in Central Queensland, Australia, administered by and for its predominantly Aboriginal community.
  • B. Eastern Kuku Yalanji determination area
    The Eastern Kuku Yalanji determination area is a legally recognized native title region in Far North Queensland that encompasses the traditional lands and cultural estates of the Eastern Kuku Yalanji people.
  • C. Warrumbungle Shire
    Warrumbungle Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and proximity to Warrumbungle National Park.
  • D. Shire of Ngaanyatjarraku
    The Shire of Ngaanyatjarraku is a remote local government area in Western Australia that covers much of the traditional lands of the Ngaanyatjarra people in the eastern desert region.
  • E. Shire of Aurukun
    The Shire of Aurukun is a remote local government area on western Cape York Peninsula in Queensland, Australia, encompassing the predominantly Indigenous community of Aurukun and surrounding lands.
  • 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b52682548190998d8b6a08982877 completed April 16, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff998d17648190b9f020632461965f completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9dcbb36881909c4317f9031199b8 completed May 9, 2026, 8:49 p.m.
NED2 Entity disambiguation (via description) batch_69ff9e25b2f08190b519d61be3e2f2f6 completed May 9, 2026, 8:50 p.m.
Created at: April 10, 2026, 4:48 a.m.