Triple

T3647947
Position Surface form Disambiguated ID Type / Status
Subject Darling Downs E77346 entity
Predicate traditionalOwners P14954 FINISHED
Object Barunggam people
The Barunggam people are an Aboriginal Australian group whose ancestral lands lie in the Darling Downs region of southern Queensland.
E404395 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: Barunggam people | Statement: [Darling Downs, traditionalOwners, Barunggam people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barunggam people
Context triple: [Darling Downs, traditionalOwners, Barunggam people]
  • A. Kuki people
    The Kuki people are an indigenous ethnic group of Northeast India and surrounding regions, known for their Tibeto-Burman language, distinct clan-based social structure, and rich traditions in music, dance, and oral history.
  • B. Bandari people
    The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
  • C. 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.
  • D. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • E. Bayei people
    The Bayei people are an indigenous ethnic group of northern Botswana known for their traditional fishing, mokoro (dugout canoe) navigation, and close cultural and economic ties to the Okavango Delta wetlands.
  • 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: Barunggam people
Triple: [Darling Downs, traditionalOwners, Barunggam people]
Generated description
The Barunggam people are an Aboriginal Australian group whose ancestral lands lie in the Darling Downs region of southern Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barunggam people
Target entity description: The Barunggam people are an Aboriginal Australian group whose ancestral lands lie in the Darling Downs region of southern Queensland.
  • A. Kuki people
    The Kuki people are an indigenous ethnic group of Northeast India and surrounding regions, known for their Tibeto-Burman language, distinct clan-based social structure, and rich traditions in music, dance, and oral history.
  • B. Bandari people
    The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
  • C. 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.
  • D. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • E. Bayei people
    The Bayei people are an indigenous ethnic group of northern Botswana known for their traditional fishing, mokoro (dugout canoe) navigation, and close cultural and economic ties to the Okavango Delta wetlands.
  • 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_69ad85de1b988190a45f8dbfebc806fc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc38aa2388190bf1af926375e2433 completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53fd5a9ec81909f1836b00f97a3fa completed March 14, 2026, 11 a.m.
NEDg Description generation batch_69b540eb53788190aa281ee38edc1729 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b541a55cb081909ec1f87a7553b6f2 completed March 14, 2026, 11:08 a.m.
Created at: March 8, 2026, 3:24 p.m.