Triple

T4991693
Position Surface form Disambiguated ID Type / Status
Subject Macksville E112144 entity
Predicate traditionalOwners P14954 FINISHED
Object Gumbaynggirr people
The Gumbaynggirr people are an Aboriginal Australian group from the mid-north coast of New South Wales, known for their rich cultural traditions, language, and deep connection to coastal and forested lands in the region.
 E321365 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: Gumbaynggirr people | Statement: [Macksville, traditionalOwners, Gumbaynggirr people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gumbaynggirr people
Context triple: [Macksville, traditionalOwners, Gumbaynggirr people]
  • A. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • B. Gundungurra people
    The Gundungurra people are an Aboriginal Australian group whose ancestral lands encompass parts of the Blue Mountains and surrounding regions of New South Wales.
  • 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. 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.
  • E. Dunghutti people
    The Dunghutti people are an Aboriginal Australian group from the mid-north coast of New South Wales, with deep cultural, spiritual, and historical connections to the land around Kempsey and the Macleay Valley.
  • 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: Gumbaynggirr people
Triple: [Macksville, traditionalOwners, Gumbaynggirr people]
Generated description
The Gumbaynggirr people are an Aboriginal Australian group from the mid-north coast of New South Wales, known for their rich cultural traditions, language, and deep connection to coastal and forested lands in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gumbaynggirr people
Target entity description: The Gumbaynggirr people are an Aboriginal Australian group from the mid-north coast of New South Wales, known for their rich cultural traditions, language, and deep connection to coastal and forested lands in the region.
  • A. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • B. Gundungurra people
    The Gundungurra people are an Aboriginal Australian group whose ancestral lands encompass parts of the Blue Mountains and surrounding regions of New South Wales.
  • 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. 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.
  • E. Dunghutti people chosen
    The Dunghutti people are an Aboriginal Australian group from the mid-north coast of New South Wales, with deep cultural, spiritual, and historical connections to the land around Kempsey and the Macleay Valley.
  • F. None of above.

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_69bd441be7bc8190b530362d427b97d2 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd729bb45081908d85891a9d9f4b71 completed March 20, 2026, 4:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf7fc5ae2c819085a18354feaa6150 completed March 22, 2026, 5:36 a.m.
NEDg Description generation batch_69bf8110124c8190930f2e856f6709bb completed March 22, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69bf816798e081909bd5d640bd2c8442 completed March 22, 2026, 5:43 a.m.
Created at: March 20, 2026, 1:34 p.m.