Triple

T15781174
Position Surface form Disambiguated ID Type / Status
Subject Ngoorabul people E382617 entity
Predicate hasAlternativeName P39 FINISHED
Object Ngarabul people
The Ngarabul people are an Aboriginal Australian group traditionally associated with the New England region of northern New South Wales.
 E1502516 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: Ngarabul people | Statement: [Ngoorabul people, hasAlternativeName, Ngarabul people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngarabul people
Context triple: [Ngoorabul people, hasAlternativeName, Ngarabul 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. 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.
  • C. Barkandji people
    The Barkandji people are an Aboriginal Australian group traditionally associated with the Darling River region of western New South Wales, known for their rich cultural heritage and deep connection to riverine landscapes.
  • D. Wardey people
    The Wardey people are a Cushitic-speaking pastoralist ethnic group of eastern Kenya, particularly along the Tana River region.
  • E. Wardaman people
    The Wardaman people are an Aboriginal Australian group from the Northern Territory, renowned for their rich rock art, oral traditions, and deep cultural connection to their ancestral lands southwest of Katherine.
  • 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: Ngarabul people
Triple: [Ngoorabul people, hasAlternativeName, Ngarabul people]
Generated description
The Ngarabul people are an Aboriginal Australian group traditionally associated with the New England region of northern New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngarabul people
Target entity description: The Ngarabul people are an Aboriginal Australian group traditionally associated with the New England region of northern New South Wales.
  • 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. 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.
  • C. Barkandji people
    The Barkandji people are an Aboriginal Australian group traditionally associated with the Darling River region of western New South Wales, known for their rich cultural heritage and deep connection to riverine landscapes.
  • D. Wardey people
    The Wardey people are a Cushitic-speaking pastoralist ethnic group of eastern Kenya, particularly along the Tana River region.
  • E. Wardaman people
    The Wardaman people are an Aboriginal Australian group from the Northern Territory, renowned for their rich rock art, oral traditions, and deep cultural connection to their ancestral lands southwest of Katherine.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05400716881909bc43212c8ea54d5 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e55d7bc8190b23ad38c77f65ec5 completed May 17, 2026, 10:16 p.m.
NEDg Description generation batch_6a0a3faec8948190a8e813e776a4bbb4 completed May 17, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0a40652c3081909f765ff48b2e0041 completed May 17, 2026, 10:25 p.m.
Created at: April 10, 2026, 4:48 a.m.