Triple

T7628068
Position Surface form Disambiguated ID Type / Status
Subject Bangerang people E172686 entity
Predicate hasAlternativeName P39 FINISHED
Object Bungarang
Bungarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with parts of northern Victoria and southern New South Wales.
 E678668 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: Bungarang | Statement: [Bangerang people, hasAlternativeName, Bungarang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bungarang
Context triple: [Bangerang people, hasAlternativeName, Bungarang]
  • A. Woorabinda
    Woorabinda is a small Aboriginal community and local government area in central Queensland, Australia, known for its strong Indigenous cultural heritage and history as a former mission settlement.
  • B. Mooroopna
    Mooroopna is a regional town in Victoria, Australia, situated on the Goulburn River and closely linked economically and socially with the nearby city of Shepparton.
  • 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. Wonnarua
    Wonnarua is an Aboriginal Australian people whose traditional lands lie in the Hunter Valley region of New South Wales.
  • E. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital 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: Bungarang
Triple: [Bangerang people, hasAlternativeName, Bungarang]
Generated description
Bungarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with parts of northern Victoria and southern New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bungarang
Target entity description: Bungarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with parts of northern Victoria and southern New South Wales.
  • A. Woorabinda
    Woorabinda is a small Aboriginal community and local government area in central Queensland, Australia, known for its strong Indigenous cultural heritage and history as a former mission settlement.
  • B. Mooroopna
    Mooroopna is a regional town in Victoria, Australia, situated on the Goulburn River and closely linked economically and socially with the nearby city of Shepparton.
  • 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. Wonnarua
    Wonnarua is an Aboriginal Australian people whose traditional lands lie in the Hunter Valley region of New South Wales.
  • E. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa831f508190ab2f72326cdf4497 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870af222481909e341eebb78664d6 completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c8723391f48190b60ba8952c9ccca7 completed March 29, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_69c87401aaa48190b3e44298fcd3f37f completed March 29, 2026, 12:36 a.m.
Created at: March 27, 2026, 3:56 p.m.