Triple

T6892513
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate includesLanguage P2177 FINISHED
Object 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.
 E637802 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: Dyirbal language | Statement: [Pama–Nyungan languages, includesLanguage, Dyirbal language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dyirbal language
Context triple: [Pama–Nyungan languages, includesLanguage, Dyirbal language]
  • A. 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.
  • B. Darumbal language
    The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
  • C. Awabakal language
    Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
  • 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. Tiwi language
    Tiwi language is an Australian Aboriginal language spoken by the Tiwi people of the Tiwi Islands, known for its complex morphology and relative isolation from other language families.
  • 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: Dyirbal language
Triple: [Pama–Nyungan languages, includesLanguage, Dyirbal language]
Generated description
Dyirbal language is an Australian Aboriginal language traditionally spoken in northeastern Queensland, noted for its complex noun class system and distinctive grammatical structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dyirbal language
Target entity description: Dyirbal language is an Australian Aboriginal language traditionally spoken in northeastern Queensland, noted for its complex noun class system and distinctive grammatical structures.
  • A. 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.
  • B. Darumbal language
    The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
  • C. Awabakal language
    Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
  • 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. Tiwi language
    Tiwi language is an Australian Aboriginal language spoken by the Tiwi people of the Tiwi Islands, known for its complex morphology and relative isolation from other language families.
  • 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_69c7882712548190a0c7e5660c61625d completed March 28, 2026, 7:49 a.m.
NEDg Description generation batch_69c788da40bc8190b16be996834d1488 completed March 28, 2026, 7:52 a.m.
NED2 Entity disambiguation (via description) batch_69c7895252e88190b105c3630926dc60 completed March 28, 2026, 7:54 a.m.
Created at: March 27, 2026, 2:24 p.m.