Triple

T2239116

Position	Surface form	Disambiguated ID	Type / Status
Subject	Aboriginal Australians	`E49352`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Larrakia people The Larrakia people are the Traditional Owners of the Darwin region in Australia’s Northern Territory, known for their rich coastal culture, strong connection to sea and land, and active role in contemporary Indigenous rights and governance.	`E277713`	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: Larrakia people | Statement: [Aboriginal Australians, hasPart, Larrakia people]

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

Target entity: Larrakia people
Context triple: [Aboriginal Australians, hasPart, Larrakia people]

A. Arrernte people
The Arrernte people are an Aboriginal Australian group traditionally associated with the area around Alice Springs in Central Australia, known for their rich cultural traditions, language, and deep connection to their desert homelands.
B. 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.
C. Darumbal people
The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
D. 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.
E. Awabakal people
The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
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: Larrakia people
Triple: [Aboriginal Australians, hasPart, Larrakia people]

Generated description

The Larrakia people are the Traditional Owners of the Darwin region in Australia’s Northern Territory, known for their rich coastal culture, strong connection to sea and land, and active role in contemporary Indigenous rights and governance.

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

Target entity: Larrakia people
Target entity description: The Larrakia people are the Traditional Owners of the Darwin region in Australia’s Northern Territory, known for their rich coastal culture, strong connection to sea and land, and active role in contemporary Indigenous rights and governance.

A. Arrernte people
The Arrernte people are an Aboriginal Australian group traditionally associated with the area around Alice Springs in Central Australia, known for their rich cultural traditions, language, and deep connection to their desert homelands.
B. 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.
C. Darumbal people
The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
D. 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.
E. Awabakal people
The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
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_69a88aa84bdc819086df50e9c20b301e`	completed	March 4, 2026, 7:40 p.m.
NER	Named-entity recognition	`batch_69abc0bb3fac81908b1e8518951dd160`	completed	March 7, 2026, 6:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af5cc3255c8190bc8de265f452a6b0`	completed	March 9, 2026, 11:50 p.m.
NEDg	Description generation	`batch_69af5dc7ef4c81908581716c07dcae47`	completed	March 9, 2026, 11:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69af5e6449e4819084313a5b44d46044`	completed	March 9, 2026, 11:57 p.m.

Created at: March 4, 2026, 7:47 p.m.