Triple
T15005546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darumbal Enterprises Pty Ltd |
E377700
|
entity |
| Predicate | ethnicGroupRepresented |
P12220
|
FINISHED |
| Object | Aboriginal Australians |
E49352
|
NE FINISHED |
How this triple was built (2 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: Aboriginal Australians | Statement: [Darumbal Enterprises Pty Ltd, ethnicGroupRepresented, Aboriginal Australians]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aboriginal Australians Context triple: [Darumbal Enterprises Pty Ltd, ethnicGroupRepresented, Aboriginal Australians]
-
A.
Aboriginal Australians
chosen
Aboriginal Australians are the Indigenous peoples of the Australian continent, comprising numerous distinct nations with rich, ancient cultures, languages, and spiritual traditions that date back tens of thousands of years.
-
B.
Koori people
The Koori people are Indigenous Australians from southeastern Australia, particularly New South Wales and Victoria, with distinct cultural, linguistic, and historical traditions.
-
C.
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.
-
D.
Wunambal people
The Wunambal people are an Aboriginal Australian group whose ancestral lands lie in the remote north Kimberley region of Western Australia, with a rich cultural heritage expressed through rock art, language, and traditional ecological knowledge.
-
E.
Kikuyu people
The Kikuyu people are the largest ethnic group in Kenya, traditionally agriculturalists from the central highlands with a rich cultural heritage and Bantu language.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7322b5c81909089cbbf816e1436 |
completed | April 15, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9dcbd7c88190ad1a302cd0c6ef28 |
completed | May 9, 2026, 2:37 a.m. |
Created at: April 10, 2026, 2:54 a.m.