Triple

T15005341
Position Surface form Disambiguated ID Type / Status
Subject Mount Morgan district E377694 entity
Predicate indigenousLanguageGroup P28863 FINISHED
Object Darumbal
Darumbal is an Aboriginal Australian people and language group traditionally associated with the Rockhampton and surrounding central Queensland region.
E1131851 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: Darumbal | Statement: [Mount Morgan district, indigenousLanguageGroup, Darumbal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darumbal
Context triple: [Mount Morgan district, indigenousLanguageGroup, Darumbal]
  • A. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
  • B. Ulmarra
    Ulmarra is a small historic riverside village in New South Wales, Australia, known for its heritage streetscape and location on the Clarence River.
  • C. Tjapaltjarri
    Tjapaltjarri is an Australian Aboriginal surname notably associated with Western Desert artists, including leading figures in the Papunya Tula art movement.
  • D. Rirratjingu
    Rirratjingu is an Aboriginal Australian Yolŋu clan and language group from northeast Arnhem Land in the Northern Territory.
  • E. Yuendumu
    Yuendumu is a remote Aboriginal community in Australia’s Northern Territory, known as a major cultural and population centre for the Warlpiri 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: Darumbal
Triple: [Mount Morgan district, indigenousLanguageGroup, Darumbal]
Generated description
Darumbal is an Aboriginal Australian people and language group traditionally associated with the Rockhampton and surrounding central Queensland region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darumbal
Target entity description: Darumbal is an Aboriginal Australian people and language group traditionally associated with the Rockhampton and surrounding central Queensland region.
  • A. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
  • B. Ulmarra
    Ulmarra is a small historic riverside village in New South Wales, Australia, known for its heritage streetscape and location on the Clarence River.
  • C. Tjapaltjarri
    Tjapaltjarri is an Australian Aboriginal surname notably associated with Western Desert artists, including leading figures in the Papunya Tula art movement.
  • D. Rirratjingu
    Rirratjingu is an Aboriginal Australian Yolŋu clan and language group from northeast Arnhem Land in the Northern Territory.
  • E. Yuendumu
    Yuendumu is a remote Aboriginal community in Australia’s Northern Territory, known as a major cultural and population centre for the Warlpiri 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a35acc8190a85f2ce32800ce1b completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98917abc81908998205b4ecf201f completed May 9, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fe997c744481909bd3c66c3dd68f19 completed May 9, 2026, 2:18 a.m.
Created at: April 10, 2026, 2:54 a.m.