Triple
T23043884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wayao |
E573819
|
entity |
| Predicate | hasEthnicLanguage |
P35871
|
FINISHED |
| Object | Biao Min language |
—
|
NE NERFINISHED |
How this triple was built (3 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: Biao Min language | Statement: [Wayao, hasEthnicLanguage, Biao Min language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biao Min language Context triple: [Wayao, hasEthnicLanguage, Biao Min language]
-
A.
Biao language
The Biao language is a lesser-known Tai–Kadai language spoken by the Biao ethnic group in parts of southern China, particularly in Guangdong and Guangxi provinces.
-
B.
Bao'an language
The Bao'an language is a Mongolic language spoken by the Bonan ethnic group in northwestern China, notable for its heavy influence from Tibetan and Chinese.
-
C.
Qabiao language
The Qabiao language is a lesser-known Kra language spoken by the Qabiao ethnic group in parts of northern Vietnam and southern China.
-
D.
Pinghua language
Pinghua language is a group of Sinitic (Chinese) dialects spoken primarily in parts of Guangxi and neighboring regions in southern China, often considered distinct from both Mandarin and Cantonese.
-
E.
Yuchi language
The Yuchi language is a highly endangered isolate traditionally spoken by the Yuchi people of the southeastern United States, notable for its unique structure and lack of demonstrable relation to other language families.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biao Min language Target entity description: Biao Min is a Kam–Sui (Tai–Kadai) minority language of southern China spoken by the Wayao people and related ethnic groups in Guangxi and neighboring regions.
-
A.
Biao language
chosen
The Biao language is a lesser-known Tai–Kadai language spoken by the Biao ethnic group in parts of southern China, particularly in Guangdong and Guangxi provinces.
-
B.
Bao'an language
The Bao'an language is a Mongolic language spoken by the Bonan ethnic group in northwestern China, notable for its heavy influence from Tibetan and Chinese.
-
C.
Qabiao language
The Qabiao language is a lesser-known Kra language spoken by the Qabiao ethnic group in parts of northern Vietnam and southern China.
-
D.
Pinghua language
Pinghua language is a group of Sinitic (Chinese) dialects spoken primarily in parts of Guangxi and neighboring regions in southern China, often considered distinct from both Mandarin and Cantonese.
-
E.
Yuchi language
The Yuchi language is a highly endangered isolate traditionally spoken by the Yuchi people of the southeastern United States, notable for its unique structure and lack of demonstrable relation to other language families.
- F. None of above.
Provenance (2 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_69e245b9c11481909d06c872214d21af |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18517083c8190a0850da5440e0a73 |
completed | April 29, 2026, 4:12 a.m. |
Created at: April 17, 2026, 3:54 p.m.