Triple

T6892514
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate includesLanguage P2177 FINISHED
Object Guugu Yimithirr language
Guugu Yimithirr is an Australian Aboriginal language of northern Queensland, best known for its use of absolute cardinal directions instead of egocentric terms like “left” and “right.”
E639631 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: Guugu Yimithirr language | Statement: [Pama–Nyungan languages, includesLanguage, Guugu Yimithirr language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guugu Yimithirr language
Context triple: [Pama–Nyungan languages, includesLanguage, Guugu Yimithirr language]
  • A. Dyirbal language
    Dyirbal language is an Australian Aboriginal language traditionally spoken in northeastern Queensland, noted for its complex noun class system and distinctive grammatical structures.
  • B. 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.
  • C. Warlpiri language
    Warlpiri is an Australian Aboriginal language spoken by the Warlpiri people of the Northern Territory, known for its complex grammar and rich system of spatial and kinship expressions.
  • D. 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.
  • E. 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.
  • 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: Guugu Yimithirr language
Triple: [Pama–Nyungan languages, includesLanguage, Guugu Yimithirr language]
Generated description
Guugu Yimithirr is an Australian Aboriginal language of northern Queensland, best known for its use of absolute cardinal directions instead of egocentric terms like “left” and “right.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guugu Yimithirr language
Target entity description: Guugu Yimithirr is an Australian Aboriginal language of northern Queensland, best known for its use of absolute cardinal directions instead of egocentric terms like “left” and “right.”
  • A. Dyirbal language
    Dyirbal language is an Australian Aboriginal language traditionally spoken in northeastern Queensland, noted for its complex noun class system and distinctive grammatical structures.
  • B. 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.
  • C. Warlpiri language
    Warlpiri is an Australian Aboriginal language spoken by the Warlpiri people of the Northern Territory, known for its complex grammar and rich system of spatial and kinship expressions.
  • D. 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.
  • E. 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.
  • 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_69c7942be8708190bad44a9966884515 completed March 28, 2026, 8:41 a.m.
NEDg Description generation batch_69c794ddbb688190b197a934c0afaea0 completed March 28, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69c79531e0408190bbacba54914393f9 completed March 28, 2026, 8:45 a.m.
Created at: March 27, 2026, 2:24 p.m.