Triple

T12730640

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wunambal people	`E304226`	entity
Predicate	arePartOf	`P1925`	FINISHED
Object	Kimberley Aboriginal groups Kimberley Aboriginal groups are the diverse Indigenous peoples of Western Australia’s Kimberley region, each with distinct languages, cultures, and traditional lands.	`E1001121`	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: Kimberley Aboriginal groups | Statement: [Wunambal people, arePartOf, Kimberley Aboriginal groups]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Kimberley Aboriginal groups
Context triple: [Wunambal people, arePartOf, Kimberley Aboriginal groups]

A. Gubbi Gubbi (Kabi Kabi) people
The Gubbi Gubbi (Kabi Kabi) people are an Aboriginal Australian nation whose traditional lands span parts of Queensland’s Sunshine Coast and surrounding regions, with a rich cultural heritage, language, and ongoing connection to Country.
B. Kukatja people
The Kukatja people are an Aboriginal Australian group traditionally associated with the Western Desert region of Western Australia, known for their rich cultural traditions, languages, and connection to desert Country.
C. Kuku Yalanji people
The Kuku Yalanji people are an Aboriginal Australian group from the rainforest and coastal regions of Far North Queensland, particularly around the Daintree and Mossman areas, known for their deep cultural connection to country and rich ecological knowledge.
D. Yugambeh people
The Yugambeh people are an Aboriginal Australian group and traditional custodians of parts of southeast Queensland, known for their distinct Yugambeh language and rich cultural heritage.
E. Dunghutti people
The Dunghutti people are an Aboriginal Australian group from the mid-north coast of New South Wales, with deep cultural, spiritual, and historical connections to the land around Kempsey and the Macleay Valley.
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: Kimberley Aboriginal groups
Triple: [Wunambal people, arePartOf, Kimberley Aboriginal groups]

Generated description

Kimberley Aboriginal groups are the diverse Indigenous peoples of Western Australia’s Kimberley region, each with distinct languages, cultures, and traditional lands.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Kimberley Aboriginal groups
Target entity description: Kimberley Aboriginal groups are the diverse Indigenous peoples of Western Australia’s Kimberley region, each with distinct languages, cultures, and traditional lands.

A. Gubbi Gubbi (Kabi Kabi) people
The Gubbi Gubbi (Kabi Kabi) people are an Aboriginal Australian nation whose traditional lands span parts of Queensland’s Sunshine Coast and surrounding regions, with a rich cultural heritage, language, and ongoing connection to Country.
B. Kukatja people
The Kukatja people are an Aboriginal Australian group traditionally associated with the Western Desert region of Western Australia, known for their rich cultural traditions, languages, and connection to desert Country.
C. Kuku Yalanji people
The Kuku Yalanji people are an Aboriginal Australian group from the rainforest and coastal regions of Far North Queensland, particularly around the Daintree and Mossman areas, known for their deep cultural connection to country and rich ecological knowledge.
D. Yugambeh people
The Yugambeh people are an Aboriginal Australian group and traditional custodians of parts of southeast Queensland, known for their distinct Yugambeh language and rich cultural heritage.
E. Dunghutti people
The Dunghutti people are an Aboriginal Australian group from the mid-north coast of New South Wales, with deep cultural, spiritual, and historical connections to the land around Kempsey and the Macleay Valley.
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_69d7bdf1426c8190a4402e1c4cdec33a`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d96467a2248190aff1ebb5db84b3c6`	completed	April 10, 2026, 8:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f67c8a4b7c8190a514b623a7364fd7`	completed	May 2, 2026, 10:36 p.m.
NEDg	Description generation	`batch_69f67d663fd08190a00b30a7ff260c70`	completed	May 2, 2026, 10:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69f67e0f48e4819085905564f5540f37`	completed	May 2, 2026, 10:43 p.m.

Created at: April 9, 2026, 5:25 p.m.