Triple
T12157129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Simpson Desert |
E289601
|
entity |
| Predicate | hasAboriginalLanguageGroups |
P46225
|
FINISHED |
| Object |
Wangkangurru people
The Wangkangurru people are an Aboriginal Australian group traditionally associated with the arid interior regions of central Australia, particularly around the Simpson Desert.
|
E1038157
|
NE FINISHED |
How this triple was built (5 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: Wangkangurru people | Statement: [Simpson Desert, hasAboriginalLanguageGroups, Wangkangurru people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wangkangurru people Context triple: [Simpson Desert, hasAboriginalLanguageGroups, Wangkangurru people]
-
A.
Gumbaynggirr people
The Gumbaynggirr people are an Aboriginal Australian nation of the mid-north coast of New South Wales, known for their rich linguistic and cultural heritage and deep connection to coastal and forested lands.
-
B.
Nyulnyul people
The Nyulnyul people are an Aboriginal Australian group traditionally from the Dampier Peninsula region of Western Australia, with distinct cultural, linguistic, and historical ties to neighboring coastal communities.
-
C.
Wonnarua people
The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
-
D.
Gundungurra people
The Gundungurra people are an Aboriginal Australian group whose ancestral lands encompass parts of the Blue Mountains and surrounding regions of New South Wales.
-
E.
Miriwoong people
The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
- 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: Wangkangurru people Triple: [Simpson Desert, hasAboriginalLanguageGroups, Wangkangurru people]
Generated description
The Wangkangurru people are an Aboriginal Australian group traditionally associated with the arid interior regions of central Australia, particularly around the Simpson Desert.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wangkangurru people Target entity description: The Wangkangurru people are an Aboriginal Australian group traditionally associated with the arid interior regions of central Australia, particularly around the Simpson Desert.
-
A.
Gumbaynggirr people
The Gumbaynggirr people are an Aboriginal Australian nation of the mid-north coast of New South Wales, known for their rich linguistic and cultural heritage and deep connection to coastal and forested lands.
-
B.
Nyulnyul people
The Nyulnyul people are an Aboriginal Australian group traditionally from the Dampier Peninsula region of Western Australia, with distinct cultural, linguistic, and historical ties to neighboring coastal communities.
-
C.
Wonnarua people
The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
-
D.
Gundungurra people
The Gundungurra people are an Aboriginal Australian group whose ancestral lands encompass parts of the Blue Mountains and surrounding regions of New South Wales.
-
E.
Miriwoong people
The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAboriginalLanguageGroups Context triple: [Simpson Desert, hasAboriginalLanguageGroups, Wangkangurru people]
-
A.
hasIndigenousLanguageFamily
Indicates that an entity’s indigenous language belongs to, or is classified under, a particular language family.
-
B.
hasIndigenousLanguageRegion
Indicates that a region is associated with, or characterized by, the presence or use of one or more indigenous languages.
-
C.
isRecognizedAsIndigenousLanguage
Indicates that a language is officially acknowledged or accepted as belonging to an indigenous people or community.
-
D.
isSpokenPrimarilyByTribalCommunities
Indicates that a language is used mainly as the primary means of communication by tribal or indigenous communities.
-
E.
ethnolinguisticGroups
chosen
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
- F. None of above.
Provenance (6 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915d7109481908bf5fe512bba3c89 |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7304d8ad08190bf444835cfca6205 |
completed | May 3, 2026, 11:23 a.m. |
| NEDg | Description generation | batch_69f7311f14988190989e319741ef0ccf |
completed | May 3, 2026, 11:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731e24d508190a896875210be3189 |
completed | May 3, 2026, 11:30 a.m. |
| PD | Predicate disambiguation | batch_69d9150c18148190bf8152189c0e5fca |
completed | April 10, 2026, 3:19 p.m. |
Created at: April 8, 2026, 9:50 p.m.