Triple

T15107372
Position Surface form Disambiguated ID Type / Status
Subject Ngunnawal language E360822 entity
Predicate hasAlternativeName P39 FINISHED
Object Ngunnawal–Ngambri (sometimes grouped)
Ngunnawal–Ngambri (sometimes grouped) refers to a closely related or jointly classified grouping of Aboriginal Australian language varieties associated with the Ngunnawal and Ngambri peoples of the Canberra region.
E1138500 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: Ngunnawal–Ngambri (sometimes grouped) | Statement: [Ngunnawal language, hasAlternativeName, Ngunnawal–Ngambri (sometimes grouped)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngunnawal–Ngambri (sometimes grouped)
Context triple: [Ngunnawal language, hasAlternativeName, Ngunnawal–Ngambri (sometimes grouped)]
  • A. Wanjina-Wunggurr cultural bloc
    The Wanjina-Wunggurr cultural bloc is an Indigenous Australian cultural region in the Kimberley, centered on shared Wanjina and Wunggurr ancestral traditions, law, and country among several Aboriginal groups.
  • B. Kimberley Aboriginal groups
    Kimberley Aboriginal groups are the diverse Indigenous peoples of Western Australia’s Kimberley region, each with distinct languages, cultures, and traditional lands.
  • C. Ngaluma–Yindjibarndi (for joint group contexts)
    Ngaluma–Yindjibarndi (for joint group contexts) refers to the combined identification of the Ngarluma and Yindjibarndi Aboriginal peoples of the Pilbara region in Western Australia, used particularly when they act or are recognized together as a single group.
  • D. Nyungar
    Nyungar is an Aboriginal Australian language traditionally spoken by the Noongar people of southwestern Western Australia.
  • E. Gundungurra Tribal Council Aboriginal Corporation
    Gundungurra Tribal Council Aboriginal Corporation is an Aboriginal community-controlled organisation representing the interests, rights, and cultural heritage of the Gundungurra people.
  • 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: Ngunnawal–Ngambri (sometimes grouped)
Triple: [Ngunnawal language, hasAlternativeName, Ngunnawal–Ngambri (sometimes grouped)]
Generated description
Ngunnawal–Ngambri (sometimes grouped) refers to a closely related or jointly classified grouping of Aboriginal Australian language varieties associated with the Ngunnawal and Ngambri peoples of the Canberra region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngunnawal–Ngambri (sometimes grouped)
Target entity description: Ngunnawal–Ngambri (sometimes grouped) refers to a closely related or jointly classified grouping of Aboriginal Australian language varieties associated with the Ngunnawal and Ngambri peoples of the Canberra region.
  • A. Wanjina-Wunggurr cultural bloc
    The Wanjina-Wunggurr cultural bloc is an Indigenous Australian cultural region in the Kimberley, centered on shared Wanjina and Wunggurr ancestral traditions, law, and country among several Aboriginal groups.
  • B. Kimberley Aboriginal groups
    Kimberley Aboriginal groups are the diverse Indigenous peoples of Western Australia’s Kimberley region, each with distinct languages, cultures, and traditional lands.
  • C. Ngaluma–Yindjibarndi (for joint group contexts)
    Ngaluma–Yindjibarndi (for joint group contexts) refers to the combined identification of the Ngarluma and Yindjibarndi Aboriginal peoples of the Pilbara region in Western Australia, used particularly when they act or are recognized together as a single group.
  • D. Nyungar
    Nyungar is an Aboriginal Australian language traditionally spoken by the Noongar people of southwestern Western Australia.
  • E. Gundungurra Tribal Council Aboriginal Corporation
    Gundungurra Tribal Council Aboriginal Corporation is an Aboriginal community-controlled organisation representing the interests, rights, and cultural heritage of the Gundungurra people.
  • 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_69d85a0491ec8190830960be8fafb994 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0058af8988190977d998f85893836 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7e912ac8190bd0e0c9cdbbd0194 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feba1d256c8190ba13379d0cb8135c completed May 9, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69feba93c4cc819083c683210d1f03f8 completed May 9, 2026, 4:39 a.m.
Created at: April 10, 2026, 3:05 a.m.