Triple

T14306101
Position Surface form Disambiguated ID Type / Status
Subject Barkindji people E354699 entity
Predicate relatedGroup P37 FINISHED
Object Malyangapa people
The Malyangapa people are an Aboriginal Australian group traditionally associated with the arid interior regions of far western New South Wales.
E1375747 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: Malyangapa people | Statement: [Barkindji people, relatedGroup, Malyangapa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malyangapa people
Context triple: [Barkindji people, relatedGroup, Malyangapa people]
  • A. Malngin people
    The Malngin people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct cultural, linguistic, and spiritual heritage tied to that country.
  • B. Chambuli people
    The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
  • C. Maiwa people
    The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
  • D. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • E. Anyuak people
    The Anyuak people are a Nilotic ethnic group primarily living along the border regions of South Sudan and Ethiopia, known for their riverine agriculture, cattle herding, and distinct cultural traditions.
  • 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: Malyangapa people
Triple: [Barkindji people, relatedGroup, Malyangapa people]
Generated description
The Malyangapa people are an Aboriginal Australian group traditionally associated with the arid interior regions of far western New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malyangapa people
Target entity description: The Malyangapa people are an Aboriginal Australian group traditionally associated with the arid interior regions of far western New South Wales.
  • A. Malngin people
    The Malngin people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct cultural, linguistic, and spiritual heritage tied to that country.
  • B. Chambuli people
    The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
  • C. Maiwa people
    The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
  • D. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • E. Anyuak people
    The Anyuak people are a Nilotic ethnic group primarily living along the border regions of South Sudan and Ethiopia, known for their riverine agriculture, cattle herding, and distinct cultural traditions.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de85b156b0819083f2bd319deed1b6 completed April 14, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733b28b808190a06ec86a6e2adb83 completed May 15, 2026, 2:54 p.m.
NEDg Description generation batch_6a073623e5a08190a5a7398ee9bc56b2 completed May 15, 2026, 3:05 p.m.
NED2 Entity disambiguation (via description) batch_6a073712f4048190831dddd875e82324 completed May 15, 2026, 3:09 p.m.
Created at: April 10, 2026, 1:12 a.m.