Triple

T12730638
Position Surface form Disambiguated ID Type / Status
Subject Wunambal people E304226 entity
Predicate hasLanguage P15 FINISHED
Object Wunambal language
Wunambal language is an Aboriginal Australian language traditionally spoken by the Wunambal people of the Kimberley region in Western Australia.
 E1016993 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: Wunambal language | Statement: [Wunambal people, hasLanguage, Wunambal language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wunambal language
Context triple: [Wunambal people, hasLanguage, Wunambal language]
  • A. Yuwaalaraay language
    The Yuwaalaraay language is an Australian Aboriginal language of the Pama–Nyungan family traditionally spoken in northern New South Wales, closely associated with the Yuwaalaraay people and their culture.
  • 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. 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.
  • D. Yugambeh language
    The Yugambeh language is an Australian Aboriginal language traditionally spoken by the Yugambeh people of southeast Queensland and northern New South Wales.
  • E. 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.
  • 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: Wunambal language
Triple: [Wunambal people, hasLanguage, Wunambal language]
Generated description
Wunambal language is an Aboriginal Australian language traditionally spoken by the Wunambal people of the Kimberley region in Western Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wunambal language
Target entity description: Wunambal language is an Aboriginal Australian language traditionally spoken by the Wunambal people of the Kimberley region in Western Australia.
  • A. Yuwaalaraay language
    The Yuwaalaraay language is an Australian Aboriginal language of the Pama–Nyungan family traditionally spoken in northern New South Wales, closely associated with the Yuwaalaraay people and their culture.
  • 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. 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.
  • D. Yugambeh language
    The Yugambeh language is an Australian Aboriginal language traditionally spoken by the Yugambeh people of southeast Queensland and northern New South Wales.
  • E. 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.
  • 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_69d7bdf1426c8190a4402e1c4cdec33a completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96467a2248190aff1ebb5db84b3c6 completed April 10, 2026, 8:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbb4d0088190b71fc0573cd40ddd completed May 3, 2026, 4:14 a.m.
NEDg Description generation batch_69f6cd0d21e08190855dcbee000fc25d completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce6b220c8190b1f49a9b2bfce692 completed May 3, 2026, 4:26 a.m.
Created at: April 9, 2026, 5:25 p.m.