Triple

T11594155

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mitchell River National Park	`E274957`	entity
Predicate	hasCulturalSignificanceFor	`P958`	FINISHED
Object	Balanggarra people The Balanggarra people are an Aboriginal Australian group and Traditional Owners of country in the north Kimberley region of Western Australia, with deep cultural, spiritual, and historical connections to the land and its waterways.	`E969626`	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: Balanggarra people | Statement: [Mitchell River National Park, hasCulturalSignificanceFor, Balanggarra people]

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

Target entity: Balanggarra people
Context triple: [Mitchell River National Park, hasCulturalSignificanceFor, Balanggarra people]

A. Darumbal people
The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
B. Alyawarre people
The Alyawarre people are an Aboriginal Australian group from the Northern Territory, known for their deep cultural, spiritual, and custodial connection to their traditional lands and sacred sites.
C. Gumbaynggirr people
The Gumbaynggirr people are an Aboriginal Australian nation of the mid-north coast of New South Wales, known for their rich linguistic and cultural heritage and deep connection to coastal and forested lands.
D. Arunta people
The Arunta people, more commonly known as the Arrernte, are an Aboriginal Australian group traditionally associated with the area around Alice Springs in Central Australia, known for their rich cultural traditions, language, and ceremonial practices.
E. Gamilaraay people
The Gamilaraay people are an Aboriginal Australian group from north-central New South Wales and southern Queensland, known for their distinct language, rich cultural traditions, and deep connection to the Kamilaroi/Gamilaraay country.
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: Balanggarra people
Triple: [Mitchell River National Park, hasCulturalSignificanceFor, Balanggarra people]

Generated description

The Balanggarra people are an Aboriginal Australian group and Traditional Owners of country in the north Kimberley region of Western Australia, with deep cultural, spiritual, and historical connections to the land and its waterways.

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

Target entity: Balanggarra people
Target entity description: The Balanggarra people are an Aboriginal Australian group and Traditional Owners of country in the north Kimberley region of Western Australia, with deep cultural, spiritual, and historical connections to the land and its waterways.

A. Darumbal people
The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
B. Alyawarre people
The Alyawarre people are an Aboriginal Australian group from the Northern Territory, known for their deep cultural, spiritual, and custodial connection to their traditional lands and sacred sites.
C. Gumbaynggirr people
The Gumbaynggirr people are an Aboriginal Australian nation of the mid-north coast of New South Wales, known for their rich linguistic and cultural heritage and deep connection to coastal and forested lands.
D. Arunta people
The Arunta people, more commonly known as the Arrernte, are an Aboriginal Australian group traditionally associated with the area around Alice Springs in Central Australia, known for their rich cultural traditions, language, and ceremonial practices.
E. Gamilaraay people
The Gamilaraay people are an Aboriginal Australian group from north-central New South Wales and southern Queensland, known for their distinct language, rich cultural traditions, and deep connection to the Kamilaroi/Gamilaraay country.
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_69d6aae6b14c81908dc5a74bad7591f9`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8946790d08190924d60bb4b523250`	completed	April 10, 2026, 6:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f60a527dc08190a3ce08ddedaa5753`	completed	May 2, 2026, 2:29 p.m.
NEDg	Description generation	`batch_69f60cca20f48190b8e6e591144f252e`	completed	May 2, 2026, 2:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69f60d4c30448190874f253b864ef61e`	completed	May 2, 2026, 2:42 p.m.

Created at: April 8, 2026, 9:38 p.m.