Triple

T3655730

Position	Surface form	Disambiguated ID	Type / Status
Subject	Darumbal people	`E77524`	entity
Predicate	hasRepresentativeBody	`P9068`	FINISHED
Object	Darumbal Community Youth Service Darumbal Community Youth Service is an Indigenous community organisation that supports and advocates for Darumbal young people and their families in Central Queensland.	`E377701`	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: Darumbal Community Youth Service | Statement: [Darumbal people, hasRepresentativeBody, Darumbal Community Youth Service]

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

Target entity: Darumbal Community Youth Service
Context triple: [Darumbal people, hasRepresentativeBody, Darumbal Community Youth Service]

A. Jabalbina Yalanji Aboriginal Corporation
Jabalbina Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and land and sea country in Far North Queensland, Australia.
B. Gundungurra Tribal Council Aboriginal Corporation
Gundungurra Tribal Council Aboriginal Corporation is an Aboriginal community-controlled organisation representing the interests, rights, and cultural heritage of the Gundungurra people.
C. Wreck Bay Aboriginal Community
Wreck Bay Aboriginal Community is an Aboriginal community in the Jervis Bay region of Australia that plays a central role in the traditional ownership, cultural stewardship, and joint management of local lands and waters.
D. Darug Tribal Aboriginal Corporation
The Darug Tribal Aboriginal Corporation is an Indigenous Australian organization that represents and advocates for the rights, culture, and heritage of the Darug people, the traditional custodians of parts of the Sydney region.
E. Eastern Kuku Yalanji Aboriginal Corporation
Eastern Kuku Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and community development initiatives in Far North Queensland, 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: Darumbal Community Youth Service
Triple: [Darumbal people, hasRepresentativeBody, Darumbal Community Youth Service]

Generated description

Darumbal Community Youth Service is an Indigenous community organisation that supports and advocates for Darumbal young people and their families in Central Queensland.

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

Target entity: Darumbal Community Youth Service
Target entity description: Darumbal Community Youth Service is an Indigenous community organisation that supports and advocates for Darumbal young people and their families in Central Queensland.

A. Jabalbina Yalanji Aboriginal Corporation
Jabalbina Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and land and sea country in Far North Queensland, Australia.
B. Gundungurra Tribal Council Aboriginal Corporation
Gundungurra Tribal Council Aboriginal Corporation is an Aboriginal community-controlled organisation representing the interests, rights, and cultural heritage of the Gundungurra people.
C. Wreck Bay Aboriginal Community
Wreck Bay Aboriginal Community is an Aboriginal community in the Jervis Bay region of Australia that plays a central role in the traditional ownership, cultural stewardship, and joint management of local lands and waters.
D. Darug Tribal Aboriginal Corporation
The Darug Tribal Aboriginal Corporation is an Indigenous Australian organization that represents and advocates for the rights, culture, and heritage of the Darug people, the traditional custodians of parts of the Sydney region.
E. Eastern Kuku Yalanji Aboriginal Corporation
Eastern Kuku Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and community development initiatives in Far North Queensland, 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_69ad85def5cc8190863dccf55a18bebb`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc3baf57c8190b72b5d1b910d9db6`	completed	March 8, 2026, 6:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4883dc5408190a6e7e110acf03a15`	completed	March 13, 2026, 9:57 p.m.
NEDg	Description generation	`batch_69b48b3c360c8190a9851b8f5f639bef`	completed	March 13, 2026, 10:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69b4af2032188190b29939d5dc19ccd1`	completed	March 14, 2026, 12:43 a.m.

Created at: March 8, 2026, 3:24 p.m.