Triple

T11137284
Position Surface form Disambiguated ID Type / Status
Subject Kam–Sui languages E263446 entity
Predicate primaryEthnicGroups P194 FINISHED
Object Mulao people
The Mulao people are an ethnic minority group in southern China, primarily residing in Guangxi, known for their distinct culture, traditional agriculture, and use of a Kam–Sui language.
E930322 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: Mulao people | Statement: [Kam–Sui languages, primaryEthnicGroups, Mulao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mulao people
Context triple: [Kam–Sui languages, primaryEthnicGroups, Mulao people]
  • A. Maonan people
    The Maonan people are an ethnic minority group in southern China, primarily in Guangxi, known for their distinct Kam–Sui language, rice-based agriculture, and rich folk traditions.
  • B. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • C. Kaili people
    The Kaili people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their Austronesian language, agrarian traditions, and rich ritual and artistic culture.
  • D. 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.
  • E. Jingpo people
    The Jingpo people are an ethnic group primarily inhabiting the mountainous border regions of Myanmar, China, and India, known for their distinct Tibeto-Burman culture, language, and 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: Mulao people
Triple: [Kam–Sui languages, primaryEthnicGroups, Mulao people]
Generated description
The Mulao people are an ethnic minority group in southern China, primarily residing in Guangxi, known for their distinct culture, traditional agriculture, and use of a Kam–Sui language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mulao people
Target entity description: The Mulao people are an ethnic minority group in southern China, primarily residing in Guangxi, known for their distinct culture, traditional agriculture, and use of a Kam–Sui language.
  • A. Maonan people
    The Maonan people are an ethnic minority group in southern China, primarily in Guangxi, known for their distinct Kam–Sui language, rice-based agriculture, and rich folk traditions.
  • B. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • C. Kaili people
    The Kaili people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their Austronesian language, agrarian traditions, and rich ritual and artistic culture.
  • D. 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.
  • E. Jingpo people
    The Jingpo people are an ethnic group primarily inhabiting the mountainous border regions of Myanmar, China, and India, known for their distinct Tibeto-Burman culture, language, and 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e85f2ea48190bf1ff63af1d7d236 completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e623e44c188190b5b83cf8f397554c completed April 20, 2026, 1:02 p.m.
NEDg Description generation batch_69e62aee8fb88190b5973c61e692087f completed April 20, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69e67394e7f081908fcc602c84eb4a65 completed April 20, 2026, 6:42 p.m.
Created at: April 8, 2026, 9:28 p.m.