Triple

T11012443
Position Surface form Disambiguated ID Type / Status
Subject Kra languages E260274 entity
Predicate spokenBy P2181 FINISHED
Object Qabiao people
The Qabiao people are an ethnic minority group in Southeast Asia, primarily living in northern Vietnam and parts of China, known for their distinct Kra language and cultural traditions.
E921068 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: Qabiao people | Statement: [Kra languages, spokenBy, Qabiao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qabiao people
Context triple: [Kra languages, spokenBy, Qabiao people]
  • A. Biao people
    The Biao people are an ethnic group in southern China, primarily in Guangdong and Guangxi, known for their distinct Tai–Kadai language and cultural traditions.
  • B. Zigua people
    The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
  • C. Dawan people
    The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
  • D. Jinuo people
    The Jinuo people are a small ethnic minority group in China, primarily residing in the mountainous forests of Xishuangbanna in Yunnan Province, known for their distinct language, traditional agriculture, and rich animist cultural practices.
  • E. Chaoshan people
    The Chaoshan people are a Han Chinese subgroup from eastern Guangdong known for their distinct Teochew (Chaozhou) language, rich mercantile tradition, and influential cuisine and culture across Southeast Asia and beyond.
  • 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: Qabiao people
Triple: [Kra languages, spokenBy, Qabiao people]
Generated description
The Qabiao people are an ethnic minority group in Southeast Asia, primarily living in northern Vietnam and parts of China, known for their distinct Kra language and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qabiao people
Target entity description: The Qabiao people are an ethnic minority group in Southeast Asia, primarily living in northern Vietnam and parts of China, known for their distinct Kra language and cultural traditions.
  • A. Biao people
    The Biao people are an ethnic group in southern China, primarily in Guangdong and Guangxi, known for their distinct Tai–Kadai language and cultural traditions.
  • B. Zigua people
    The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
  • C. Dawan people
    The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
  • D. Jinuo people
    The Jinuo people are a small ethnic minority group in China, primarily residing in the mountainous forests of Xishuangbanna in Yunnan Province, known for their distinct language, traditional agriculture, and rich animist cultural practices.
  • E. Chaoshan people
    The Chaoshan people are a Han Chinese subgroup from eastern Guangdong known for their distinct Teochew (Chaozhou) language, rich mercantile tradition, and influential cuisine and culture across Southeast Asia and beyond.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7978a57a881909b4ceae0ebe21b78 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5562a0f54819095360368672d2e96 completed April 19, 2026, 10:24 p.m.
NEDg Description generation batch_69e562bb085c8190942766d12d838798 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e569f0e6948190b285ca84aca03771 completed April 19, 2026, 11:49 p.m.
Created at: April 8, 2026, 9:25 p.m.