Triple
T4299605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guangxi Zhuang Autonomous Region |
E99799
|
entity |
| Predicate | languageUsed |
P238
|
FINISHED |
| Object | Zhuang languages |
E126954
|
NE FINISHED |
How this triple was built (2 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: Zhuang languages | Statement: [Guangxi Zhuang Autonomous Region, languageUsed, Zhuang languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zhuang languages Context triple: [Guangxi Zhuang Autonomous Region, languageUsed, Zhuang languages]
-
A.
Zhuang language
chosen
The Zhuang language is a Tai-Kadai language spoken primarily by the Zhuang ethnic group in Guangxi and surrounding regions of southern China.
-
B.
Miao languages
The Miao languages are a group of Hmong-Mien (Miao-Yao) languages spoken primarily by the Miao people across southern China and parts of Southeast Asia.
-
C.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
D.
Hmong-Mien
Hmong-Mien is a small language family of East and Southeast Asia, comprising the Hmong and Mien (Yao) languages spoken mainly in southern China and among diaspora communities in countries such as Laos, Vietnam, Thailand, and the United States.
-
E.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b345528ebc8190b5abc7e95094792d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3509e8cb481909ccca7992aac31a3 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c74a1a7c8190a69a82a8a2a38db9 |
completed | March 14, 2026, 8:38 p.m. |
Created at: March 12, 2026, 11:08 p.m.