Triple

T2429432
Position Surface form Disambiguated ID Type / Status
Subject Pilbara region E52806 entity
Predicate traditionalOwners P14954 FINISHED
Object Ngarluma people
The Ngarluma people are an Aboriginal Australian group whose ancestral lands lie in the coastal and inland areas of Western Australia’s Pilbara, with a rich cultural heritage, language, and ongoing role in caring for their Country.
 E297199 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: Ngarluma people | Statement: [Pilbara region, traditionalOwners, Ngarluma people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngarluma people
Context triple: [Pilbara region, traditionalOwners, Ngarluma people]
  • A. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • B. Nunga people
    The Nunga people are an Aboriginal Australian group from southern South Australia, particularly around Adelaide and the Eyre and Yorke Peninsulas, with distinct cultural and linguistic traditions.
  • C. Ngaro people
    The Ngaro people are an Aboriginal Australian group traditionally associated with the sea and island landscapes of the central Great Barrier Reef region in Queensland.
  • D. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • E. Biripi people
    The Biripi people are an Aboriginal Australian group whose traditional lands lie in the mid-north coast region of New South Wales.
  • 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: Ngarluma people
Triple: [Pilbara region, traditionalOwners, Ngarluma people]
Generated description
The Ngarluma people are an Aboriginal Australian group whose ancestral lands lie in the coastal and inland areas of Western Australia’s Pilbara, with a rich cultural heritage, language, and ongoing role in caring for their Country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngarluma people
Target entity description: The Ngarluma people are an Aboriginal Australian group whose ancestral lands lie in the coastal and inland areas of Western Australia’s Pilbara, with a rich cultural heritage, language, and ongoing role in caring for their Country.
  • A. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • B. Nunga people
    The Nunga people are an Aboriginal Australian group from southern South Australia, particularly around Adelaide and the Eyre and Yorke Peninsulas, with distinct cultural and linguistic traditions.
  • C. Ngaro people
    The Ngaro people are an Aboriginal Australian group traditionally associated with the sea and island landscapes of the central Great Barrier Reef region in Queensland.
  • D. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • E. Biripi people
    The Biripi people are an Aboriginal Australian group whose traditional lands lie in the mid-north coast region of New South Wales.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc99e1b548190aca9a0ba72a9b0f7 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc01d9b40819089e6a59164e64949 completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc1317a648190b8c7fb834a952a95 completed March 10, 2026, 6:58 a.m.
NED2 Entity disambiguation (via description) batch_69afc1a64e608190baadbf499e35e73e completed March 10, 2026, 7 a.m.
Created at: March 6, 2026, 9:43 p.m.