Triple

T3481646
Position Surface form Disambiguated ID Type / Status
Subject Ngunnawal people E73503 entity
Predicate language P15 FINISHED
Object Ngunnawal language
The Ngunnawal language is an Australian Aboriginal language traditionally spoken by the Ngunnawal people of the Canberra and surrounding region in southeastern Australia.
 E360822 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: Ngunnawal language | Statement: [Ngunnawal people, language, Ngunnawal language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngunnawal language
Context triple: [Ngunnawal people, language, Ngunnawal language]
  • A. Wiradjuri language
    The Wiradjuri language is an Indigenous Australian language traditionally spoken by the Wiradjuri people of central New South Wales and now the focus of active revitalization efforts.
  • B. Pitjantjatjara language
    The Pitjantjatjara language is an Australian Aboriginal language spoken by the Pitjantjatjara people of central Australia, particularly in parts of South Australia, Western Australia, and the Northern Territory.
  • C. Yankunytjatjara language
    The Yankunytjatjara language is an Australian Aboriginal language of the Western Desert group, traditionally spoken by the Yankunytjatjara people of central Australia.
  • D. Noongar language
    The Noongar language is an Australian Aboriginal language traditionally spoken by the Noongar people of southwestern Western Australia.
  • E. Kaurna language
    The Kaurna language is the traditional Indigenous Australian language of the Kaurna people of the Adelaide Plains in South Australia, currently undergoing revitalization after near extinction.
  • 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: Ngunnawal language
Triple: [Ngunnawal people, language, Ngunnawal language]
Generated description
The Ngunnawal language is an Australian Aboriginal language traditionally spoken by the Ngunnawal people of the Canberra and surrounding region in southeastern Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngunnawal language
Target entity description: The Ngunnawal language is an Australian Aboriginal language traditionally spoken by the Ngunnawal people of the Canberra and surrounding region in southeastern Australia.
  • A. Wiradjuri language
    The Wiradjuri language is an Indigenous Australian language traditionally spoken by the Wiradjuri people of central New South Wales and now the focus of active revitalization efforts.
  • B. Pitjantjatjara language
    The Pitjantjatjara language is an Australian Aboriginal language spoken by the Pitjantjatjara people of central Australia, particularly in parts of South Australia, Western Australia, and the Northern Territory.
  • C. Yankunytjatjara language
    The Yankunytjatjara language is an Australian Aboriginal language of the Western Desert group, traditionally spoken by the Yankunytjatjara people of central Australia.
  • D. Noongar language
    The Noongar language is an Australian Aboriginal language traditionally spoken by the Noongar people of southwestern Western Australia.
  • E. Kaurna language
    The Kaurna language is the traditional Indigenous Australian language of the Kaurna people of the Adelaide Plains in South Australia, currently undergoing revitalization after near extinction.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb75850c8190ad02cf2bde8be8a7 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681e88d881908a2eeb93aa56d889 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368a242448190ac61e806b42a0cf3 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693bc26c819093ba7f9757ba0665 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.