Triple

T10920834
Position Surface form Disambiguated ID Type / Status
Subject Biao language E257940 entity
Predicate spokenBy P2181 FINISHED
Object 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.
E910982 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: Biao people | Statement: [Biao language, spokenBy, Biao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biao people
Context triple: [Biao language, spokenBy, Biao people]
  • A. Bouyei people
    The Bouyei people are an indigenous Tai-speaking ethnic group primarily living in Guizhou and neighboring regions of southern China, known for their distinct language, terraced agriculture, and rich folk 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. Bayei people
    The Bayei people are an indigenous ethnic group of northern Botswana known for their traditional fishing, mokoro (dugout canoe) navigation, and close cultural and economic ties to the Okavango Delta wetlands.
  • D. Mien people
    The Mien people are an ethnic group of the Hmong-Mien language family, traditionally inhabiting mountainous regions of southern China and Southeast Asia, known for their distinctive clothing, rich oral traditions, and syncretic religious practices.
  • E. Pa Di people
    The Pa Di people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language, traditional highland agriculture, and rich cultural customs.
  • 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: Biao people
Triple: [Biao language, spokenBy, Biao people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biao people
Target entity description: 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.
  • A. Bouyei people
    The Bouyei people are an indigenous Tai-speaking ethnic group primarily living in Guizhou and neighboring regions of southern China, known for their distinct language, terraced agriculture, and rich folk 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. Bayei people
    The Bayei people are an indigenous ethnic group of northern Botswana known for their traditional fishing, mokoro (dugout canoe) navigation, and close cultural and economic ties to the Okavango Delta wetlands.
  • D. Mien people
    The Mien people are an ethnic group of the Hmong-Mien language family, traditionally inhabiting mountainous regions of southern China and Southeast Asia, known for their distinctive clothing, rich oral traditions, and syncretic religious practices.
  • E. Pa Di people
    The Pa Di people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language, traditional highland agriculture, and rich cultural customs.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77082a1488190850a4409339c3e1e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e49677a2508190a113f9f24e318e48 completed April 19, 2026, 8:46 a.m.
NEDg Description generation batch_69e49a97db808190aa22d6a103a13e58 completed April 19, 2026, 9:04 a.m.
NED2 Entity disambiguation (via description) batch_69e49d71e81c8190af73931ed30e04be completed April 19, 2026, 9:16 a.m.
Created at: April 8, 2026, 9:22 p.m.