Triple

T3348307
Position Surface form Disambiguated ID Type / Status
Subject Yirrkala bark petitions E70428 entity
Predicate language P15 FINISHED
Object Gumatj
Gumatj is a Yolngu Aboriginal Australian language spoken in northeast Arnhem Land, closely associated with the Gumatj people and their cultural and political expressions.
E353986 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: Gumatj | Statement: [Yirrkala bark petitions, language, Gumatj]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gumatj
Context triple: [Yirrkala bark petitions, language, Gumatj]
  • A. Mudjimba
    Mudjimba is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and relaxed seaside atmosphere.
  • B. Galmudug
    Galmudug is a federal member state in central Somalia, encompassing parts of the Galguduud and Mudug regions and functioning with its own regional government.
  • C. Wurrumiyanga
    Wurrumiyanga is the main community and administrative centre on Bathurst Island in Australia’s Tiwi Islands, known for its strong Tiwi culture and art.
  • D. 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.
  • E. Yerrabi
    Yerrabi is an electoral district of the Australian Capital Territory Legislative Assembly covering parts of Canberra’s northern suburbs.
  • 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: Gumatj
Triple: [Yirrkala bark petitions, language, Gumatj]
Generated description
Gumatj is a Yolngu Aboriginal Australian language spoken in northeast Arnhem Land, closely associated with the Gumatj people and their cultural and political expressions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gumatj
Target entity description: Gumatj is a Yolngu Aboriginal Australian language spoken in northeast Arnhem Land, closely associated with the Gumatj people and their cultural and political expressions.
  • A. Mudjimba
    Mudjimba is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and relaxed seaside atmosphere.
  • B. Galmudug
    Galmudug is a federal member state in central Somalia, encompassing parts of the Galguduud and Mudug regions and functioning with its own regional government.
  • C. Wurrumiyanga
    Wurrumiyanga is the main community and administrative centre on Bathurst Island in Australia’s Tiwi Islands, known for its strong Tiwi culture and art.
  • D. 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.
  • E. Yerrabi
    Yerrabi is an electoral district of the Australian Capital Territory Legislative Assembly covering parts of Canberra’s northern suburbs.
  • 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_69ad85a4ef7c8190a29e2bbd6fa454e4 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb21dc7c08190bc18adff8ac5eca2 completed March 8, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b33429da9c8190bb1b62b0130e3d03 completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334e5171c8190a01bb6fef5644825 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3390c50b08190b6239b5f0d1eb4ba completed March 12, 2026, 10:07 p.m.
Created at: March 8, 2026, 3:12 p.m.