Triple

T6717883
Position Surface form Disambiguated ID Type / Status
Subject Willandra Lakes Region E153317 entity
Predicate traditionalOwners P14954 FINISHED
Object Ngiyampaa people
The Ngiyampaa people are an Aboriginal Australian group from western New South Wales, known for their rich cultural traditions, language, and deep connection to the arid landscapes of their ancestral lands.
E672496 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: Ngiyampaa people | Statement: [Willandra Lakes Region, traditionalOwners, Ngiyampaa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngiyampaa people
Context triple: [Willandra Lakes Region, traditionalOwners, Ngiyampaa people]
  • A. Ngadjuri people
    The Ngadjuri people are an Aboriginal Australian group whose traditional lands lie in the mid-north of South Australia, including areas around the Barossa Valley and Clare regions.
  • 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. Kariyarra people
    The Kariyarra people are an Aboriginal Australian group whose ancestral lands lie around the coastal and inland areas of the Pilbara in Western Australia, with a rich cultural heritage tied to that region’s rivers, coastline, and desert country.
  • D. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • E. Umpila people
    The Umpila people are an Aboriginal Australian group from eastern Cape York Peninsula with deep cultural, spiritual, and historical connections to the lands now encompassed by Kutini-Payamu National Park.
  • 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: Ngiyampaa people
Triple: [Willandra Lakes Region, traditionalOwners, Ngiyampaa people]
Generated description
The Ngiyampaa people are an Aboriginal Australian group from western New South Wales, known for their rich cultural traditions, language, and deep connection to the arid landscapes of their ancestral lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngiyampaa people
Target entity description: The Ngiyampaa people are an Aboriginal Australian group from western New South Wales, known for their rich cultural traditions, language, and deep connection to the arid landscapes of their ancestral lands.
  • A. Ngadjuri people
    The Ngadjuri people are an Aboriginal Australian group whose traditional lands lie in the mid-north of South Australia, including areas around the Barossa Valley and Clare regions.
  • 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. Kariyarra people
    The Kariyarra people are an Aboriginal Australian group whose ancestral lands lie around the coastal and inland areas of the Pilbara in Western Australia, with a rich cultural heritage tied to that region’s rivers, coastline, and desert country.
  • D. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • E. Umpila people
    The Umpila people are an Aboriginal Australian group from eastern Cape York Peninsula with deep cultural, spiritual, and historical connections to the lands now encompassed by Kutini-Payamu National Park.
  • 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d12765a48190b485176dc2ffa0fa completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8569b932481909d41130303e21518 completed March 28, 2026, 10:30 p.m.
NEDg Description generation batch_69c85712a2b88190a7939778931f2aa2 completed March 28, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69c8577e781c81909d31aff01905c0c2 completed March 28, 2026, 10:34 p.m.
Created at: March 27, 2026, 2:07 p.m.