Triple

T13428841
Position Surface form Disambiguated ID Type / Status
Subject Northern Tai E313552 entity
Predicate primaryEthnicGroups P194 FINISHED
Object Nong people
The Nong people are an ethnic group of the Northern Tai branch, traditionally inhabiting parts of southern China and northern Vietnam, with a culture closely related to other Tai-speaking communities.
E1057890 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: Nong people | Statement: [Northern Tai, primaryEthnicGroups, Nong people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nong people
Context triple: [Northern Tai, primaryEthnicGroups, Nong people]
  • A. Lai people
    The Lai people are an indigenous ethnic group of the Chin Hills region in Myanmar and adjoining areas of India and Bangladesh, known for their distinct culture, traditional hill agriculture, and Tibeto-Burman linguistic heritage.
  • B. Buyi people
    The Buyi people are an indigenous ethnic minority of southwestern China, primarily living in Guizhou and neighboring regions, known for their distinct Tai-related language, terraced agriculture, and rich folk traditions.
  • C. 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.
  • D. 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.
  • 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: Nong people
Triple: [Northern Tai, primaryEthnicGroups, Nong people]
Generated description
The Nong people are an ethnic group of the Northern Tai branch, traditionally inhabiting parts of southern China and northern Vietnam, with a culture closely related to other Tai-speaking communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nong people
Target entity description: The Nong people are an ethnic group of the Northern Tai branch, traditionally inhabiting parts of southern China and northern Vietnam, with a culture closely related to other Tai-speaking communities.
  • A. Lai people
    The Lai people are an indigenous ethnic group of the Chin Hills region in Myanmar and adjoining areas of India and Bangladesh, known for their distinct culture, traditional hill agriculture, and Tibeto-Burman linguistic heritage.
  • B. Buyi people
    The Buyi people are an indigenous ethnic minority of southwestern China, primarily living in Guizhou and neighboring regions, known for their distinct Tai-related language, terraced agriculture, and rich folk traditions.
  • C. 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.
  • D. 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.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed304ac8190a8021f749de8164c completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d37b9988190b8f830fb52586340 completed May 3, 2026, 7:08 p.m.
NEDg Description generation batch_69f7a18eb038819089fcbf961a94cb0c completed May 3, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69f7a2234390819093814fd435f9c42c completed May 3, 2026, 7:29 p.m.
Created at: April 9, 2026, 9:40 p.m.