Triple

T13416117
Position Surface form Disambiguated ID Type / Status
Subject Jiwaka Province E313218 entity
Predicate ethnicGroup P194 FINISHED
Object Kambia people
The Kambia people are an indigenous ethnic group of Papua New Guinea primarily associated with the Jiwaka Province in the country’s highlands region.
E1039405 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: Kambia people | Statement: [Jiwaka Province, ethnicGroup, Kambia people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kambia people
Context triple: [Jiwaka Province, ethnicGroup, Kambia people]
  • A. Kho people
    The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
  • B. Hoa people
    The Hoa people are an ethnic Chinese minority group in Vietnam, known for their significant role in commerce, urban life, and the preservation of Chinese cultural traditions.
  • C. Semai people
    The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
  • D. Thavung people
    The Thavung people are an indigenous Vietic ethnic group of mainland Southeast Asia, traditionally living in remote upland areas and known for their distinct language and cultural practices.
  • E. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • 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: Kambia people
Triple: [Jiwaka Province, ethnicGroup, Kambia people]
Generated description
The Kambia people are an indigenous ethnic group of Papua New Guinea primarily associated with the Jiwaka Province in the country’s highlands region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kambia people
Target entity description: The Kambia people are an indigenous ethnic group of Papua New Guinea primarily associated with the Jiwaka Province in the country’s highlands region.
  • A. Kho people
    The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
  • B. Hoa people
    The Hoa people are an ethnic Chinese minority group in Vietnam, known for their significant role in commerce, urban life, and the preservation of Chinese cultural traditions.
  • C. Semai people
    The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
  • D. Thavung people
    The Thavung people are an indigenous Vietic ethnic group of mainland Southeast Asia, traditionally living in remote upland areas and known for their distinct language and cultural practices.
  • E. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaeb6e904819098cc9153fd2feaf5 completed April 12, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7308095548190afb659b84f2775f2 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f73242a368819080ceda37583c0d7c completed May 3, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69f732b3ba748190b2a430300e798ed8 completed May 3, 2026, 11:34 a.m.
Created at: April 9, 2026, 9:39 p.m.