Triple

T12438108

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ngarluma people	`E297199`	entity
Predicate	hasOrganisation	`P27738`	FINISHED
Object	Ngarluma Aboriginal Corporation Ngarluma Aboriginal Corporation is the representative body that manages the rights, interests, and development initiatives of the Ngarluma people in Western Australia.	`E983951`	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: Ngarluma Aboriginal Corporation | Statement: [Ngarluma people, hasOrganisation, Ngarluma Aboriginal Corporation]

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

Target entity: Ngarluma Aboriginal Corporation
Context triple: [Ngarluma people, hasOrganisation, Ngarluma Aboriginal Corporation]

A. Kaurna Yerta Aboriginal Corporation
Kaurna Yerta Aboriginal Corporation is the representative body for the Kaurna people of the Adelaide Plains, managing their native title interests, cultural heritage, and community affairs.
B. Rirratjingu Aboriginal Corporation
Rirratjingu Aboriginal Corporation is an Indigenous-owned organization representing the Rirratjingu people of Northeast Arnhem Land, managing their land, cultural interests, and community development initiatives.
C. Yamatji Marlpa Aboriginal Corporation
Yamatji Marlpa Aboriginal Corporation is a representative body that advocates for the native title rights and interests of Yamatji and other Aboriginal peoples in Western Australia.
D. Butchulla Aboriginal Corporation
Butchulla Aboriginal Corporation is the representative body that manages native title rights and cultural interests of the Butchulla people, the Traditional Owners of K’gari (Fraser Island) and surrounding areas in Queensland, Australia.
E. Larrakia Nation Aboriginal Corporation
Larrakia Nation Aboriginal Corporation is an Indigenous community-controlled organization representing and advocating for the Larrakia people, the Traditional Owners of the Darwin region in Australia.
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: Ngarluma Aboriginal Corporation
Triple: [Ngarluma people, hasOrganisation, Ngarluma Aboriginal Corporation]

Generated description

Ngarluma Aboriginal Corporation is the representative body that manages the rights, interests, and development initiatives of the Ngarluma people in Western Australia.

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

Target entity: Ngarluma Aboriginal Corporation
Target entity description: Ngarluma Aboriginal Corporation is the representative body that manages the rights, interests, and development initiatives of the Ngarluma people in Western Australia.

A. Kaurna Yerta Aboriginal Corporation
Kaurna Yerta Aboriginal Corporation is the representative body for the Kaurna people of the Adelaide Plains, managing their native title interests, cultural heritage, and community affairs.
B. Rirratjingu Aboriginal Corporation
Rirratjingu Aboriginal Corporation is an Indigenous-owned organization representing the Rirratjingu people of Northeast Arnhem Land, managing their land, cultural interests, and community development initiatives.
C. Yamatji Marlpa Aboriginal Corporation
Yamatji Marlpa Aboriginal Corporation is a representative body that advocates for the native title rights and interests of Yamatji and other Aboriginal peoples in Western Australia.
D. Butchulla Aboriginal Corporation
Butchulla Aboriginal Corporation is the representative body that manages native title rights and cultural interests of the Butchulla people, the Traditional Owners of K’gari (Fraser Island) and surrounding areas in Queensland, Australia.
E. Larrakia Nation Aboriginal Corporation
Larrakia Nation Aboriginal Corporation is an Indigenous community-controlled organization representing and advocating for the Larrakia people, the Traditional Owners of the Darwin region in Australia.
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_69d6ada166c48190b902972cd2408fa3`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94d8dc0f881908a3da736d8947ce1`	completed	April 10, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63f0911a08190ba84a20950762e68`	completed	May 2, 2026, 6:14 p.m.
NEDg	Description generation	`batch_69f640ef7dd08190bf78d04cffac1a44`	completed	May 2, 2026, 6:22 p.m.
NED2	Entity disambiguation (via description)	`batch_69f641abe114819093d99a327f2220c2`	completed	May 2, 2026, 6:25 p.m.

Created at: April 8, 2026, 9:55 p.m.