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.