Triple

T2907158
Position Surface form Disambiguated ID Type / Status
Subject Darling River E63591 entity
Predicate associatedWith P37 FINISHED
Object Barkindji people
The Barkindji people are an Aboriginal Australian group traditionally connected to the Darling River region of western New South Wales, with a rich cultural heritage tied to the river’s landscape and resources.
E354699 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: Barkindji people | Statement: [Darling River, associatedWith, Barkindji people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barkindji people
Context triple: [Darling River, associatedWith, Barkindji people]
  • A. 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.
  • 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. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • D. Bundjalung people
    The Bundjalung people are an Aboriginal Australian group traditionally associated with the northern coastal and inland regions of New South Wales and southeastern Queensland, known for their distinct language and rich cultural heritage.
  • E. Gooniyandi people
    The Gooniyandi people are an Aboriginal Australian group whose ancestral lands lie in the central Kimberley region of Western Australia, with a distinct language and cultural traditions tied to that country.
  • 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: Barkindji people
Triple: [Darling River, associatedWith, Barkindji people]
Generated description
The Barkindji people are an Aboriginal Australian group traditionally connected to the Darling River region of western New South Wales, with a rich cultural heritage tied to the river’s landscape and resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barkindji people
Target entity description: The Barkindji people are an Aboriginal Australian group traditionally connected to the Darling River region of western New South Wales, with a rich cultural heritage tied to the river’s landscape and resources.
  • A. 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.
  • 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. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • D. Bundjalung people
    The Bundjalung people are an Aboriginal Australian group traditionally associated with the northern coastal and inland regions of New South Wales and southeastern Queensland, known for their distinct language and rich cultural heritage.
  • E. Gooniyandi people
    The Gooniyandi people are an Aboriginal Australian group whose ancestral lands lie in the central Kimberley region of Western Australia, with a distinct language and cultural traditions tied to that country.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0d0628c81909680af2f0db2ecae completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b34ba8e6b081908866127ff3da46e0 completed March 12, 2026, 11:26 p.m.
NEDg Description generation batch_69b34e44bd748190a9c6c67be6bcb9de completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34ed57bf0819080fa0eb8e6875cb6 completed March 12, 2026, 11:40 p.m.
Created at: March 6, 2026, 10:11 p.m.