Triple

T16777351
Position Surface form Disambiguated ID Type / Status
Subject Doomadgee E407760 entity
Predicate traditionalOwners P14954 FINISHED
Object Garrwa people
The Garrwa people are an Aboriginal Australian group traditionally associated with the Gulf of Carpentaria region in northern Australia, with a distinct language and cultural heritage.
 E1487921 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: Garrwa people | Statement: [Doomadgee, traditionalOwners, Garrwa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Garrwa people
Context triple: [Doomadgee, traditionalOwners, Garrwa people]
  • A. 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.
  • B. Ngarinyman people
    The Ngarinyman people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct language, culture, and connection to Country.
  • C. 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.
  • D. Darumbal people
    The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • E. 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.
  • 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: Garrwa people
Triple: [Doomadgee, traditionalOwners, Garrwa people]
Generated description
The Garrwa people are an Aboriginal Australian group traditionally associated with the Gulf of Carpentaria region in northern Australia, with a distinct language and cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Garrwa people
Target entity description: The Garrwa people are an Aboriginal Australian group traditionally associated with the Gulf of Carpentaria region in northern Australia, with a distinct language and cultural heritage.
  • A. 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.
  • B. Ngarinyman people
    The Ngarinyman people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct language, culture, and connection to Country.
  • C. 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.
  • D. Darumbal people
    The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • E. 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.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b212fc248190a8fe1124853bf16d completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09e11c15f08190a8db613e7b34f0a7 completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e20fc78c8190938ec8f40ff98772 completed May 17, 2026, 3:43 p.m.
NED2 Entity disambiguation (via description) batch_6a09e2b77d90819083138b6cbe80eb85 completed May 17, 2026, 3:45 p.m.
Created at: April 10, 2026, 5:22 a.m.