Triple

T11715087
Position Surface form Disambiguated ID Type / Status
Subject Bundjalung people E278475 entity
Predicate languageBranch P1967 FINISHED
Object Yugambeh–Bundjalung languages
The Yugambeh–Bundjalung languages are a closely related group of Australian Aboriginal languages traditionally spoken by Indigenous communities of southeastern Queensland and northeastern New South Wales.
 E949524 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: Yugambeh–Bundjalung languages | Statement: [Bundjalung people, languageBranch, Yugambeh–Bundjalung languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yugambeh–Bundjalung languages
Context triple: [Bundjalung people, languageBranch, Yugambeh–Bundjalung languages]
  • A. Bundjalung language
    The Bundjalung language is an Australian Aboriginal language traditionally spoken by the Bundjalung people of northern New South Wales and southeastern Queensland.
  • B. 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.
  • C. 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.
  • D. Pama–Nyungan languages
    The Pama–Nyungan languages are a large and widespread family of Indigenous Australian languages that cover most of the Australian continent and include many of its best-known Aboriginal tongues.
  • E. 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.”
  • 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: Yugambeh–Bundjalung languages
Triple: [Bundjalung people, languageBranch, Yugambeh–Bundjalung languages]
Generated description
The Yugambeh–Bundjalung languages are a closely related group of Australian Aboriginal languages traditionally spoken by Indigenous communities of southeastern Queensland and northeastern New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yugambeh–Bundjalung languages
Target entity description: The Yugambeh–Bundjalung languages are a closely related group of Australian Aboriginal languages traditionally spoken by Indigenous communities of southeastern Queensland and northeastern New South Wales.
  • A. Bundjalung language
    The Bundjalung language is an Australian Aboriginal language traditionally spoken by the Bundjalung people of northern New South Wales and southeastern Queensland.
  • B. 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.
  • C. 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.
  • D. Pama–Nyungan languages
    The Pama–Nyungan languages are a large and widespread family of Indigenous Australian languages that cover most of the Australian continent and include many of its best-known Aboriginal tongues.
  • E. 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.”
  • 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_69d6aaff2ce88190b4a1e4b341ad5377 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4bf54d88190a8e07fbbf8d9e962 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f16679c0ec81909fe80d75dd582db1 completed April 29, 2026, 2:01 a.m.
NEDg Description generation batch_69f16e31ebfc81908255e24b96bf9a99 completed April 29, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69f1a09eae7481908200709ae9721d53 completed April 29, 2026, 6:09 a.m.
Created at: April 8, 2026, 9:40 p.m.