Triple

T12896020
Position Surface form Disambiguated ID Type / Status
Subject Shire of Ngaanyatjarraku E308494 entity
Predicate hasCommunity P2605 FINISHED
Object Tjukurla
Tjukurla is a remote Aboriginal community in Western Australia’s desert region, known for its strong Indigenous culture and art.
 E1041895 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: Tjukurla | Statement: [Shire of Ngaanyatjarraku, hasCommunity, Tjukurla]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tjukurla
Context triple: [Shire of Ngaanyatjarraku, hasCommunity, Tjukurla]
  • A. Tjirrkarli
    Tjirrkarli is a small remote Aboriginal community located in the Shire of Ngaanyatjarraku in Western Australia’s desert region.
  • B. Ulmarra
    Ulmarra is a small historic riverside village in New South Wales, Australia, known for its heritage streetscape and location on the Clarence River.
  • C. Tjukurpa
    Tjukurpa is the central Anangu (including Yankunytjatjara) spiritual law and cosmology that explains creation, moral codes, and the deep connection between people, land, and ancestral beings.
  • D. Kukatja
    Kukatja is an Australian Aboriginal language variety spoken by Indigenous communities in the Western Desert region of Australia.
  • E. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in 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: Tjukurla
Triple: [Shire of Ngaanyatjarraku, hasCommunity, Tjukurla]
Generated description
Tjukurla is a remote Aboriginal community in Western Australia’s desert region, known for its strong Indigenous culture and art.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tjukurla
Target entity description: Tjukurla is a remote Aboriginal community in Western Australia’s desert region, known for its strong Indigenous culture and art.
  • A. Tjirrkarli
    Tjirrkarli is a small remote Aboriginal community located in the Shire of Ngaanyatjarraku in Western Australia’s desert region.
  • B. Ulmarra
    Ulmarra is a small historic riverside village in New South Wales, Australia, known for its heritage streetscape and location on the Clarence River.
  • C. Tjukurpa
    Tjukurpa is the central Anangu (including Yankunytjatjara) spiritual law and cosmology that explains creation, moral codes, and the deep connection between people, land, and ancestral beings.
  • D. Kukatja
    Kukatja is an Australian Aboriginal language variety spoken by Indigenous communities in the Western Desert region of Australia.
  • E. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in 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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9717d859481908957510babac2d69 completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7460999c081908c8d84caf6c04985 completed May 3, 2026, 12:56 p.m.
NEDg Description generation batch_69f74ab0b064819095ed05984f5e3d99 completed May 3, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69f74b39fd88819099d48598316d5a97 completed May 3, 2026, 1:18 p.m.
Created at: April 9, 2026, 5:40 p.m.