Triple

T2441983
Position Surface form Disambiguated ID Type / Status
Subject Aboriginal languages E53296 entity
Predicate includes P1393 FINISHED
Object 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.
 E280934 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: Wiradjuri language | Statement: [Aboriginal languages, includes, Wiradjuri language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wiradjuri language
Context triple: [Aboriginal languages, includes, Wiradjuri language]
  • A. 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.
  • B. Noongar language
    The Noongar language is an Australian Aboriginal language traditionally spoken by the Noongar people of southwestern Western Australia.
  • C. 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.
  • D. Arrernte languages
    Arrernte languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Arrernte people of Central Australia, particularly around Alice Springs.
  • E. Kikuyu language
    Kikuyu language is a major Bantu language spoken primarily by the Kikuyu people of central Kenya.
  • 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: Wiradjuri language
Triple: [Aboriginal languages, includes, Wiradjuri language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wiradjuri language
Target entity description: 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.
  • A. 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.
  • B. Noongar language
    The Noongar language is an Australian Aboriginal language traditionally spoken by the Noongar people of southwestern Western Australia.
  • C. 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.
  • D. Arrernte languages
    Arrernte languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Arrernte people of Central Australia, particularly around Alice Springs.
  • E. Kikuyu language
    Kikuyu language is a major Bantu language spoken primarily by the Kikuyu people of central Kenya.
  • 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_69ab495b6dac8190ac82661aa1452222 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9f94e388190b6e49d4f7bbb6697 completed March 7, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69af8376d6dc81909bf1e5caefb304ef completed March 10, 2026, 2:35 a.m.
NEDg Description generation batch_69af845372448190af97bd61652787ba completed March 10, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69af84c22da08190bc06c4177cc05856 completed March 10, 2026, 2:41 a.m.
Created at: March 6, 2026, 9:43 p.m.