Triple

T22160061
Position Surface form Disambiguated ID Type / Status
Subject Gathang language E547642 entity
Predicate traditionalSpeakersOf P28395 FINISHED
Object Guringay people
The Guringay people are an Aboriginal Australian group from the mid-north coast of New South Wales, traditionally connected to the Gathang language and the region’s riverine and coastal landscapes.
 E1573309 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: Guringay people | Statement: [Gathang language, traditionalSpeakersOf, Guringay people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guringay people
Context triple: [Gathang language, traditionalSpeakersOf, Guringay people]
  • A. Ngambri people
    The Ngambri people are an Aboriginal Australian group traditionally associated with the Canberra region and surrounding areas of the Australian Capital Territory.
  • B. Waigali people
    The Waigali people are an indigenous Nuristani ethnic group of eastern Afghanistan, known for their distinct language, culture, and mountainous homeland in Nuristan.
  • C. 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.
  • D. Boandik people
    The Boandik people are an Aboriginal Australian group whose traditional lands encompass parts of southeastern South Australia and southwestern Victoria, including the area around present-day Mount Gambier.
  • E. Ngarinyman people
    The Ngarinyman people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct language, culture, and connection to 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: Guringay people
Triple: [Gathang language, traditionalSpeakersOf, Guringay people]
Generated description
The Guringay people are an Aboriginal Australian group from the mid-north coast of New South Wales, traditionally connected to the Gathang language and the region’s riverine and coastal landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guringay people
Target entity description: The Guringay people are an Aboriginal Australian group from the mid-north coast of New South Wales, traditionally connected to the Gathang language and the region’s riverine and coastal landscapes.
  • A. Ngambri people
    The Ngambri people are an Aboriginal Australian group traditionally associated with the Canberra region and surrounding areas of the Australian Capital Territory.
  • B. Waigali people
    The Waigali people are an indigenous Nuristani ethnic group of eastern Afghanistan, known for their distinct language, culture, and mountainous homeland in Nuristan.
  • C. 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.
  • D. Boandik people
    The Boandik people are an Aboriginal Australian group whose traditional lands encompass parts of southeastern South Australia and southwestern Victoria, including the area around present-day Mount Gambier.
  • E. Ngarinyman people
    The Ngarinyman people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct language, culture, and connection to 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_69e11e3c4c5c81908d336165816b12e0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a2c17a4819082fb9e4aaa275462 completed April 28, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0c306cc2a08190b99dfaea6c1b3edd completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c3283a77081908369f2b8cb78c781 completed May 19, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c331f08248190a6fa671734fca280 completed May 19, 2026, 9:53 a.m.
Created at: April 16, 2026, 8:33 p.m.