Triple

T3515828
Position Surface form Disambiguated ID Type / Status
Subject Arnhem Land E74303 entity
Predicate hasLanguageGroup P3349 FINISHED
Object Djambarrpuyngu
Djambarrpuyngu is a major Yolŋu Aboriginal language and associated clan group from northern Australia, particularly spoken in the Arnhem Land region of the Northern Territory.
 E369569 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: Djambarrpuyngu | Statement: [Arnhem Land, hasLanguageGroup, Djambarrpuyngu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Djambarrpuyngu
Context triple: [Arnhem Land, hasLanguageGroup, Djambarrpuyngu]
  • A. Yirrkala
    Yirrkala is a remote Aboriginal community in Australia's Northern Territory, renowned as a center of Yolngu culture and art.
  • B. Yankunytjatjara
    Yankunytjatjara are an Aboriginal Australian people of the Western Desert region, closely related to the Pitjantjatjara and known for their distinct language and deep cultural ties to central Australian landscapes.
  • C. Tjukurpa
    Tjukurpa is the central Anangu (including Yankunytjatjara) spiritual law and cosmology that explains creation, moral codes, and the deep connection between people, land, and ancestral beings.
  • D. Nhulunbuy
    Nhulunbuy is a remote mining town on the Gove Peninsula in northeastern Arnhem Land, known for its bauxite industry and strong Yolngu Aboriginal cultural presence.
  • E. Mparntwe
    Mparntwe is the Arrernte name for the central Australian town known in English as Alice Springs, a key cultural and geographic hub in the Northern Territory.
  • 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: Djambarrpuyngu
Triple: [Arnhem Land, hasLanguageGroup, Djambarrpuyngu]
Generated description
Djambarrpuyngu is a major Yolŋu Aboriginal language and associated clan group from northern Australia, particularly spoken in the Arnhem Land region of the Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Djambarrpuyngu
Target entity description: Djambarrpuyngu is a major Yolŋu Aboriginal language and associated clan group from northern Australia, particularly spoken in the Arnhem Land region of the Northern Territory.
  • A. Yirrkala
    Yirrkala is a remote Aboriginal community in Australia's Northern Territory, renowned as a center of Yolngu culture and art.
  • B. Yankunytjatjara
    Yankunytjatjara are an Aboriginal Australian people of the Western Desert region, closely related to the Pitjantjatjara and known for their distinct language and deep cultural ties to central Australian landscapes.
  • C. Tjukurpa
    Tjukurpa is the central Anangu (including Yankunytjatjara) spiritual law and cosmology that explains creation, moral codes, and the deep connection between people, land, and ancestral beings.
  • D. Nhulunbuy
    Nhulunbuy is a remote mining town on the Gove Peninsula in northeastern Arnhem Land, known for its bauxite industry and strong Yolngu Aboriginal cultural presence.
  • E. Mparntwe
    Mparntwe is the Arrernte name for the central Australian town known in English as Alice Springs, a key cultural and geographic hub in the Northern Territory.
  • 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_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc30362c81908ca7497a6a935cc6 completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bb809d288190b4904b292fe9a627 completed March 13, 2026, 7:23 a.m.
NEDg Description generation batch_69b3bc119aa081909f9c3d862871ed77 completed March 13, 2026, 7:26 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5a60fa08190acbb7257b515369a completed March 13, 2026, 11:31 a.m.
Created at: March 8, 2026, 3:19 p.m.