Triple

T6892502
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate hasSubgroup P747 FINISHED
Object Yanyuwa language (often classified within Pama–Nyungan)
The Yanyuwa language is an Indigenous Australian language traditionally spoken by the Yanyuwa people of the southwest Gulf of Carpentaria in the Northern Territory, noted for its complex grammar and distinct male and female speech forms.
 E627100 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: Yanyuwa language (often classified within Pama–Nyungan) | Statement: [Pama–Nyungan languages, hasSubgroup, Yanyuwa language (often classified within Pama–Nyungan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yanyuwa language (often classified within Pama–Nyungan)
Context triple: [Pama–Nyungan languages, hasSubgroup, Yanyuwa language (often classified within Pama–Nyungan)]
  • A. Kuku Yalanji language
    Kuku Yalanji is an Aboriginal Australian language traditionally spoken by the Kuku Yalanji people of the rainforest regions of Far North Queensland.
  • B. Anywa language
    Anywa language is a Nilotic language spoken primarily by the Anyuak people in South Sudan and western Ethiopia.
  • C. 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.
  • D. Yolŋu languages
    Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land in the Northern Territory.
  • E. 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.
  • 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: Yanyuwa language (often classified within Pama–Nyungan)
Triple: [Pama–Nyungan languages, hasSubgroup, Yanyuwa language (often classified within Pama–Nyungan)]
Generated description
The Yanyuwa language is an Indigenous Australian language traditionally spoken by the Yanyuwa people of the southwest Gulf of Carpentaria in the Northern Territory, noted for its complex grammar and distinct male and female speech forms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yanyuwa language (often classified within Pama–Nyungan)
Target entity description: The Yanyuwa language is an Indigenous Australian language traditionally spoken by the Yanyuwa people of the southwest Gulf of Carpentaria in the Northern Territory, noted for its complex grammar and distinct male and female speech forms.
  • A. Kuku Yalanji language
    Kuku Yalanji is an Aboriginal Australian language traditionally spoken by the Kuku Yalanji people of the rainforest regions of Far North Queensland.
  • B. Anywa language
    Anywa language is a Nilotic language spoken primarily by the Anyuak people in South Sudan and western Ethiopia.
  • C. 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.
  • D. Yolŋu languages
    Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land in the Northern Territory.
  • E. 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.
  • 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d930ab548190953291d63cbc721b completed March 27, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748d625908190b3b1f7cfe6360016 completed March 28, 2026, 3:19 a.m.
NEDg Description generation batch_69c749f7ab5c8190ab823fac27f7484d completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74a6f828c8190bf0cc56227b1a5b2 completed March 28, 2026, 3:26 a.m.
Created at: March 27, 2026, 2:24 p.m.