Triple

T1603649
Position Surface form Disambiguated ID Type / Status
Subject Hakka E34449 entity
Predicate spokenBy P2181 FINISHED
Object Hakka people
The Hakka people are a Han Chinese subgroup known for their distinct language, migratory history, and rich cultural traditions spread across southern China and the global Chinese diaspora.
E182904 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: Hakka people | Statement: [Hakka, spokenBy, Hakka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hakka people
Context triple: [Hakka, spokenBy, Hakka people]
  • A. Hui people
    The Hui people are a predominantly Muslim ethnic group in China known for their integration of Islamic faith with Han Chinese language and cultural practices.
  • 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. Qiang people
    The Qiang people are an ethnic minority group in China known for their ancient culture, distinctive stone-built mountain villages, and unique language and religious traditions.
  • D. Paipai people
    The Paipai people are an Indigenous group native to northern Baja California, Mexico, known for their traditional culture and their now-endangered Paipai language of the Yuman family.
  • E. Han Chinese
    The Han Chinese are the largest ethnic group in both China and the world, with a shared cultural heritage, language family, and historical identity rooted in ancient Chinese civilization.
  • 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: Hakka people
Triple: [Hakka, spokenBy, Hakka people]
Generated description
The Hakka people are a Han Chinese subgroup known for their distinct language, migratory history, and rich cultural traditions spread across southern China and the global Chinese diaspora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hakka people
Target entity description: The Hakka people are a Han Chinese subgroup known for their distinct language, migratory history, and rich cultural traditions spread across southern China and the global Chinese diaspora.
  • A. Hui people
    The Hui people are a predominantly Muslim ethnic group in China known for their integration of Islamic faith with Han Chinese language and cultural practices.
  • 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. Qiang people
    The Qiang people are an ethnic minority group in China known for their ancient culture, distinctive stone-built mountain villages, and unique language and religious traditions.
  • D. Paipai people
    The Paipai people are an Indigenous group native to northern Baja California, Mexico, known for their traditional culture and their now-endangered Paipai language of the Yuman family.
  • E. Han Chinese
    The Han Chinese are the largest ethnic group in both China and the world, with a shared cultural heritage, language family, and historical identity rooted in ancient Chinese civilization.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9094f96ec819090286c21b3dfddd5 completed March 5, 2026, 4:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51bcdebc81909520786c560598b6 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad52c9e3e8819094a91530ec91541c completed March 8, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69ad5330a9048190bd07e118c09d7eae completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.