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.