Triple

T21651068
Position Surface form Disambiguated ID Type / Status
Subject Budj Bim Cultural Landscape E534337 entity
Predicate languageGroup P3349 FINISHED
Object Gunditjmara language group
The Gunditjmara language group is an Aboriginal Australian people of southwestern Victoria, renowned for their ancient aquaculture systems and deep cultural connection to the Budj Bim landscape.
 E1477683 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: Gunditjmara language group | Statement: [Budj Bim Cultural Landscape, languageGroup, Gunditjmara language group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gunditjmara language group
Context triple: [Budj Bim Cultural Landscape, languageGroup, Gunditjmara language group]
  • A. Ngarrindjeri language
    The Ngarrindjeri language is an Australian Aboriginal language traditionally spoken by the Ngarrindjeri people of South Australia’s lower Murray River, Coorong, and Lakes region.
  • B. Dharug language
    The Dharug language is an Aboriginal Australian language traditionally spoken in the Sydney region, particularly associated with the Dharug and coastal Gadigal peoples.
  • C. Djab Wurrung language
    The Djab Wurrung language is an Aboriginal Australian language traditionally spoken by the Djab Wurrung people of western Victoria.
  • 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. Torres–Banks language group
    The Torres–Banks language group is a cluster of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
  • 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: Gunditjmara language group
Triple: [Budj Bim Cultural Landscape, languageGroup, Gunditjmara language group]
Generated description
The Gunditjmara language group is an Aboriginal Australian people of southwestern Victoria, renowned for their ancient aquaculture systems and deep cultural connection to the Budj Bim landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gunditjmara language group
Target entity description: The Gunditjmara language group is an Aboriginal Australian people of southwestern Victoria, renowned for their ancient aquaculture systems and deep cultural connection to the Budj Bim landscape.
  • A. Ngarrindjeri language
    The Ngarrindjeri language is an Australian Aboriginal language traditionally spoken by the Ngarrindjeri people of South Australia’s lower Murray River, Coorong, and Lakes region.
  • B. Dharug language
    The Dharug language is an Aboriginal Australian language traditionally spoken in the Sydney region, particularly associated with the Dharug and coastal Gadigal peoples.
  • C. Djab Wurrung language chosen
    The Djab Wurrung language is an Aboriginal Australian language traditionally spoken by the Djab Wurrung people of western Victoria.
  • 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. Torres–Banks language group
    The Torres–Banks language group is a cluster of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
  • F. None of above.

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_69e0c466aec88190ba39c7543dbc8ba2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5914a3f88190b797188eba34edd8 completed April 27, 2026, 12:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1593cef08190a1e8484509faec3f completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a164617808190a9dd69ce2c07b36d completed May 17, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_6a0a16b2f7908190a1cf632f504b630f completed May 17, 2026, 7:27 p.m.
Created at: April 16, 2026, 6:36 p.m.