Triple

T3180536
Position Surface form Disambiguated ID Type / Status
Subject Litchfield National Park E66573 entity
Predicate traditionalOwners P14954 FINISHED
Object Marranunggu people
The Marranunggu people are an Aboriginal Australian group from the Northern Territory whose ancestral lands include the area now known as Litchfield National Park.
E346779 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: Marranunggu people | Statement: [Litchfield National Park, traditionalOwners, Marranunggu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marranunggu people
Context triple: [Litchfield National Park, traditionalOwners, Marranunggu people]
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Sungor people
    The Sungor people are an ethnic group of the eastern Sahel region, primarily in Chad and Sudan, known for their pastoralist lifestyle and use of a Taman language.
  • C. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • D. Bhaca people
    The Bhaca people are a Bantu-speaking ethnic group of South Africa, culturally and linguistically related to the Zulu and Xhosa, known for their distinct traditions and historical chiefdoms in the Eastern Cape and KwaZulu-Natal regions.
  • E. Talaud people
    The Talaud people are an indigenous Austronesian ethnic group inhabiting the Talaud Islands in northern Indonesia, known for their seafaring traditions and distinct language and culture.
  • 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: Marranunggu people
Triple: [Litchfield National Park, traditionalOwners, Marranunggu people]
Generated description
The Marranunggu people are an Aboriginal Australian group from the Northern Territory whose ancestral lands include the area now known as Litchfield National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marranunggu people
Target entity description: The Marranunggu people are an Aboriginal Australian group from the Northern Territory whose ancestral lands include the area now known as Litchfield National Park.
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Sungor people
    The Sungor people are an ethnic group of the eastern Sahel region, primarily in Chad and Sudan, known for their pastoralist lifestyle and use of a Taman language.
  • C. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • D. Bhaca people
    The Bhaca people are a Bantu-speaking ethnic group of South Africa, culturally and linguistically related to the Zulu and Xhosa, known for their distinct traditions and historical chiefdoms in the Eastern Cape and KwaZulu-Natal regions.
  • E. Talaud people
    The Talaud people are an indigenous Austronesian ethnic group inhabiting the Talaud Islands in northern Indonesia, known for their seafaring traditions and distinct language and culture.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6a1280c8190b59a2afd30312c02 completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3b513248190a94c2f7642151515 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2f846f1ec8190826f299cc18384f1 completed March 12, 2026, 5:30 p.m.
NED2 Entity disambiguation (via description) batch_69b3135d102881908b9693846cc00762 completed March 12, 2026, 7:26 p.m.
Created at: March 8, 2026, 3:06 p.m.