Triple

T2239114
Position Surface form Disambiguated ID Type / Status
Subject Aboriginal Australians E49352 entity
Predicate hasPart P35 FINISHED
Object 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.
 E271593 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: Gamilaraay people | Statement: [Aboriginal Australians, hasPart, Gamilaraay people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gamilaraay people
Context triple: [Aboriginal Australians, hasPart, Gamilaraay 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. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • C. 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.
  • D. 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.
  • E. Yamatji people
    The Yamatji people are an Aboriginal Australian group traditionally associated with the Mid West region of Western Australia, with distinct languages, cultural practices, and connections to their ancestral lands.
  • 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: Gamilaraay people
Triple: [Aboriginal Australians, hasPart, Gamilaraay people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gamilaraay people
Target entity description: 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.
  • 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. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • C. 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.
  • D. 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.
  • E. Yamatji people
    The Yamatji people are an Aboriginal Australian group traditionally associated with the Mid West region of Western Australia, with distinct languages, cultural practices, and connections to their ancestral lands.
  • 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_69af1f76bb60819084cac16bce2ce55d completed March 9, 2026, 7:28 p.m.
NEDg Description generation batch_69af200e2db4819085851a45213edc89 completed March 9, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69af208dfab081909d706aad8ff5f615 completed March 9, 2026, 7:33 p.m.
Created at: March 4, 2026, 7:47 p.m.