Triple

T17760771
Position Surface form Disambiguated ID Type / Status
Subject Cobar E443364 entity
Predicate traditionalOwners P14954 FINISHED
Object Wangaaypuwan people
The Wangaaypuwan people are an Aboriginal Australian group whose traditional lands lie in western New South Wales, with a distinct language and cultural heritage tied to that region.
E1465647 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: Wangaaypuwan people | Statement: [Cobar, traditionalOwners, Wangaaypuwan people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wangaaypuwan people
Context triple: [Cobar, traditionalOwners, Wangaaypuwan people]
  • A. Wapishana people
    The Wapishana people are an Indigenous group of the Guiana Highlands region of Brazil and Guyana, known for their distinct cultural traditions, agriculture-based livelihoods, and Arawakan linguistic heritage.
  • B. Uutaalnganu people
    The Uutaalnganu people are an Aboriginal Australian group from eastern Cape York Peninsula in Queensland, with deep cultural, linguistic, and ancestral ties to the coastal and inland country around the Lockhart River region.
  • C. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • D. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • E. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming 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: Wangaaypuwan people
Triple: [Cobar, traditionalOwners, Wangaaypuwan people]
Generated description
The Wangaaypuwan people are an Aboriginal Australian group whose traditional lands lie in western New South Wales, with a distinct language and cultural heritage tied to that region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wangaaypuwan people
Target entity description: The Wangaaypuwan people are an Aboriginal Australian group whose traditional lands lie in western New South Wales, with a distinct language and cultural heritage tied to that region.
  • A. Wapishana people
    The Wapishana people are an Indigenous group of the Guiana Highlands region of Brazil and Guyana, known for their distinct cultural traditions, agriculture-based livelihoods, and Arawakan linguistic heritage.
  • B. Uutaalnganu people
    The Uutaalnganu people are an Aboriginal Australian group from eastern Cape York Peninsula in Queensland, with deep cultural, linguistic, and ancestral ties to the coastal and inland country around the Lockhart River region.
  • C. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • D. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • E. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e485f7a8e08190a4a6b8368b70c381 completed April 19, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a3c0c68819087c51a0a3d7efba7 completed May 17, 2026, 6:03 a.m.
NEDg Description generation batch_6a095aefc3f4819089e89a3b495a6d37 completed May 17, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_6a095b71e4c08190a41566557503b9a8 completed May 17, 2026, 6:08 a.m.
Created at: April 10, 2026, 10:11 a.m.