Triple

T7628085
Position Surface form Disambiguated ID Type / Status
Subject Bangerang people E172686 entity
Predicate hasNeighbour P5707 FINISHED
Object Taungurung people
The Taungurung people are an Aboriginal Australian group whose traditional lands lie in central Victoria, particularly around the Goulburn River and its tributaries.
E678673 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: Taungurung people | Statement: [Bangerang people, hasNeighbour, Taungurung people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taungurung people
Context triple: [Bangerang people, hasNeighbour, Taungurung people]
  • A. Bunurong people
    The Bunurong people are an Aboriginal Australian group of the Kulin nation, traditionally connected to the coastal and bayside regions of what is now south-central Victoria.
  • B. Ngambri people
    The Ngambri people are an Aboriginal Australian group traditionally associated with the Canberra region and surrounding areas of the Australian Capital Territory.
  • C. Awabakal people
    The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
  • D. Ngarigo people
    The Ngarigo people are an Aboriginal Australian group traditionally associated with the Monaro and Snowy Mountains region of southeastern New South Wales.
  • E. Miriwoong people
    The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
  • 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: Taungurung people
Triple: [Bangerang people, hasNeighbour, Taungurung people]
Generated description
The Taungurung people are an Aboriginal Australian group whose traditional lands lie in central Victoria, particularly around the Goulburn River and its tributaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taungurung people
Target entity description: The Taungurung people are an Aboriginal Australian group whose traditional lands lie in central Victoria, particularly around the Goulburn River and its tributaries.
  • A. Bunurong people
    The Bunurong people are an Aboriginal Australian group of the Kulin nation, traditionally connected to the coastal and bayside regions of what is now south-central Victoria.
  • B. Ngambri people
    The Ngambri people are an Aboriginal Australian group traditionally associated with the Canberra region and surrounding areas of the Australian Capital Territory.
  • C. Awabakal people
    The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
  • D. Ngarigo people
    The Ngarigo people are an Aboriginal Australian group traditionally associated with the Monaro and Snowy Mountains region of southeastern New South Wales.
  • E. Miriwoong people
    The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
  • 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.