Triple

T11192639

Position	Surface form	Disambiguated ID	Type / Status
Subject	Great Sandy Desert	`E264838`	entity
Predicate	hasIndigenousPeople	`P194`	FINISHED
Object	Walmajarri people The Walmajarri people are an Aboriginal Australian group traditionally associated with the Great Sandy Desert region of Western Australia, known for their rich cultural traditions, language, and connection to desert Country.	`E915891`	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: Walmajarri people | Statement: [Great Sandy Desert, hasIndigenousPeople, Walmajarri people]

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

Target entity: Walmajarri people
Context triple: [Great Sandy Desert, hasIndigenousPeople, Walmajarri people]

A. 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.
B. Gooniyandi people
The Gooniyandi people are an Aboriginal Australian group whose ancestral lands lie in the central Kimberley region of Western Australia, with a distinct language and cultural traditions tied to that country.
C. Ngaanyatjarra people
The Ngaanyatjarra people are an Aboriginal Australian group from the central desert regions of Western Australia, closely related linguistically and culturally to neighboring Western Desert peoples.
D. Yolngu people
The Yolngu people are an Indigenous Australian group from northeast Arnhem Land in the Northern Territory, known for their rich cultural traditions, complex kinship systems, and significant contributions to Aboriginal land rights and contemporary art and music.
E. Yidinji people
The Yidinji people are an Aboriginal Australian group traditionally associated with the rainforest and coastal regions around Cairns in Far North Queensland, with a distinct language and rich cultural heritage.
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: Walmajarri people
Triple: [Great Sandy Desert, hasIndigenousPeople, Walmajarri people]

Generated description

The Walmajarri people are an Aboriginal Australian group traditionally associated with the Great Sandy Desert region of Western Australia, known for their rich cultural traditions, language, and connection to desert Country.

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

Target entity: Walmajarri people
Target entity description: The Walmajarri people are an Aboriginal Australian group traditionally associated with the Great Sandy Desert region of Western Australia, known for their rich cultural traditions, language, and connection to desert Country.

A. 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.
B. Gooniyandi people
The Gooniyandi people are an Aboriginal Australian group whose ancestral lands lie in the central Kimberley region of Western Australia, with a distinct language and cultural traditions tied to that country.
C. Ngaanyatjarra people
The Ngaanyatjarra people are an Aboriginal Australian group from the central desert regions of Western Australia, closely related linguistically and culturally to neighboring Western Desert peoples.
D. Yolngu people
The Yolngu people are an Indigenous Australian group from northeast Arnhem Land in the Northern Territory, known for their rich cultural traditions, complex kinship systems, and significant contributions to Aboriginal land rights and contemporary art and music.
E. Yidinji people
The Yidinji people are an Aboriginal Australian group traditionally associated with the rainforest and coastal regions around Cairns in Far North Queensland, with a distinct language and rich cultural heritage.
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_69d6aa9eb9248190b20211772621b4bc`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e8be025481909d311b587418dfb2`	completed	April 9, 2026, 5:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e4f3b0d9d481909c0ed532204e7ffa`	completed	April 19, 2026, 3:24 p.m.
NEDg	Description generation	`batch_69e4f9596e1081908e7b319f77453438`	completed	April 19, 2026, 3:48 p.m.
NED2	Entity disambiguation (via description)	`batch_69e4ff4645948190a2bfcc3a4efd8e2a`	completed	April 19, 2026, 4:13 p.m.

Created at: April 8, 2026, 9:29 p.m.