Triple

T14289872
Position Surface form Disambiguated ID Type / Status
Subject Niassa Province E354279 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Yao people
The Yao people are a Bantu-speaking ethnic group of southeastern Africa, known for their long history of trade, early adoption of Islam, and presence across parts of Mozambique, Malawi, and Tanzania.
E1092268 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: Yao people | Statement: [Niassa Province, hasEthnicGroup, Yao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yao people
Context triple: [Niassa Province, hasEthnicGroup, Yao people]
  • A. Yao people
    The Yao people are an ethnic group found primarily in southern China and Southeast Asia, known for their distinct languages, traditional clothing, and rich animist and ancestor-worship practices.
  • B. Bai people
    The Bai people are an ethnic minority group in China, primarily residing in Yunnan Province, known for their distinct language, architecture, and rich cultural traditions.
  • C. Zhuang people
    The Zhuang people are one of the largest ethnic minorities in China, primarily inhabiting the Guangxi Zhuang Autonomous Region and known for their Tai-related language, rich folk songs, and distinctive agricultural and festival traditions.
  • D. Miao people
    The Miao people are an indigenous ethnic group of China and Southeast Asia, known for their distinct languages, vibrant traditional clothing, and rich folk music and festival customs.
  • E. Dong people
    The Dong people are an ethnic minority in China known for their distinctive wooden architecture, polyphonic folk singing, and rice-based agriculture, primarily inhabiting mountainous areas of southern China.
  • 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: Yao people
Triple: [Niassa Province, hasEthnicGroup, Yao people]
Generated description
The Yao people are a Bantu-speaking ethnic group of southeastern Africa, known for their long history of trade, early adoption of Islam, and presence across parts of Mozambique, Malawi, and Tanzania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yao people
Target entity description: The Yao people are a Bantu-speaking ethnic group of southeastern Africa, known for their long history of trade, early adoption of Islam, and presence across parts of Mozambique, Malawi, and Tanzania.
  • A. Yao people
    The Yao people are an ethnic group found primarily in southern China and Southeast Asia, known for their distinct languages, traditional clothing, and rich animist and ancestor-worship practices.
  • B. Bai people
    The Bai people are an ethnic minority group in China, primarily residing in Yunnan Province, known for their distinct language, architecture, and rich cultural traditions.
  • C. Zhuang people
    The Zhuang people are one of the largest ethnic minorities in China, primarily inhabiting the Guangxi Zhuang Autonomous Region and known for their Tai-related language, rich folk songs, and distinctive agricultural and festival traditions.
  • D. Miao people
    The Miao people are an indigenous ethnic group of China and Southeast Asia, known for their distinct languages, vibrant traditional clothing, and rich folk music and festival customs.
  • E. Dong people
    The Dong people are an ethnic minority in China known for their distinctive wooden architecture, polyphonic folk singing, and rice-based agriculture, primarily inhabiting mountainous areas of southern China.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6981e9148190baf2ed56a7b7340e completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1fee448190bcafb37dd6618d60 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3e5f333c8190bdce30a813bea59e completed May 8, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69fd3ed1fe288190b83dc432b61f0b4f completed May 8, 2026, 1:39 a.m.
Created at: April 10, 2026, 1:11 a.m.