Triple

T3183309
Position Surface form Disambiguated ID Type / Status
Subject Gosford E66640 entity
Predicate traditionalOwners P14954 FINISHED
Object Darkinjung people
The Darkinjung people are an Aboriginal Australian group whose ancestral lands encompass much of the New South Wales Central Coast region.
E383213 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: Darkinjung people | Statement: [Gosford, traditionalOwners, Darkinjung people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darkinjung people
Context triple: [Gosford, traditionalOwners, Darkinjung people]
  • A. 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.
  • 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. 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.
  • D. Miriwoong people
    The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
  • E. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • 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: Darkinjung people
Triple: [Gosford, traditionalOwners, Darkinjung people]
Generated description
The Darkinjung people are an Aboriginal Australian group whose ancestral lands encompass much of the New South Wales Central Coast region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darkinjung people
Target entity description: The Darkinjung people are an Aboriginal Australian group whose ancestral lands encompass much of the New South Wales Central Coast region.
  • A. 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.
  • 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. 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.
  • D. Miriwoong people
    The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
  • E. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • 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_69ad8587c1bc8190a2595f2c22ee1001 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6bea1788190bbce7cb52f8e72e8 completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4dae9a0cc8190acc56eaa4f2479ef completed March 14, 2026, 3:50 a.m.
NEDg Description generation batch_69b4db5f1c0881909a9696a727fac5d4 completed March 14, 2026, 3:51 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc1f3cc48190b1b53bc88a0c3577 completed March 14, 2026, 3:55 a.m.
Created at: March 8, 2026, 3:06 p.m.