Triple

T14448712
Position Surface form Disambiguated ID Type / Status
Subject Darug language E358272 entity
Predicate closelyRelatedTo P37 FINISHED
Object Darkinjung language
The Darkinjung language is an Australian Aboriginal language traditionally spoken by the Darkinjung people of the Central Coast region of New South Wales.
 E1099700 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 language | Statement: [Darug language, closelyRelatedTo, Darkinjung language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darkinjung language
Context triple: [Darug language, closelyRelatedTo, Darkinjung language]
  • A. Gundungurra language
    The Gundungurra language is an Australian Aboriginal language traditionally spoken by the Gundungurra people of the Southern Highlands and Blue Mountains region of New South Wales.
  • B. Bundjalung language
    The Bundjalung language is an Australian Aboriginal language traditionally spoken by the Bundjalung people of northern New South Wales and southeastern Queensland.
  • C. Dunghutti language
    The Dunghutti language is an Australian Aboriginal language traditionally spoken by the Dunghutti people of northeastern New South Wales.
  • D. Yindjibarndi language
    The Yindjibarndi language is an Australian Aboriginal language traditionally spoken by the Yindjibarndi people of the Pilbara region in Western Australia.
  • E. Awabakal language
    Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in 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 language
Triple: [Darug language, closelyRelatedTo, Darkinjung language]
Generated description
The Darkinjung language is an Australian Aboriginal language traditionally spoken by the Darkinjung people of the Central Coast region of New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darkinjung language
Target entity description: The Darkinjung language is an Australian Aboriginal language traditionally spoken by the Darkinjung people of the Central Coast region of New South Wales.
  • A. Gundungurra language
    The Gundungurra language is an Australian Aboriginal language traditionally spoken by the Gundungurra people of the Southern Highlands and Blue Mountains region of New South Wales.
  • B. Bundjalung language
    The Bundjalung language is an Australian Aboriginal language traditionally spoken by the Bundjalung people of northern New South Wales and southeastern Queensland.
  • C. Dunghutti language
    The Dunghutti language is an Australian Aboriginal language traditionally spoken by the Dunghutti people of northeastern New South Wales.
  • D. Yindjibarndi language
    The Yindjibarndi language is an Australian Aboriginal language traditionally spoken by the Yindjibarndi people of the Pilbara region in Western Australia.
  • E. Awabakal language
    Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de916139888190be219678e29a2a3a completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdf451c8190baaa3f7500eaea16 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5c549f6c819085f8aad53d2a770f completed May 8, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd5cc9ec1c8190b761c9459ca0c52e completed May 8, 2026, 3:47 a.m.
Created at: April 10, 2026, 1:19 a.m.