Triple
T20204123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cao Bang Province |
E493303
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Nung people |
E680450
|
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: Nung people | Statement: [Cao Bang Province, hasEthnicGroup, Nung people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nung people Context triple: [Cao Bang Province, hasEthnicGroup, Nung people]
-
A.
Nung people
chosen
The Nung people are a Tai-speaking ethnic group primarily inhabiting northern Vietnam and parts of southern China, known for their wet-rice agriculture, traditional textiles, and rich folk music and festivals.
-
B.
Cuoi people
The Cuoi people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language and traditional highland culture.
-
C.
Kho people
The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
-
D.
Semai people
The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
-
E.
Thavung people
The Thavung people are an indigenous Vietic ethnic group of mainland Southeast Asia, traditionally living in remote upland areas and known for their distinct language and cultural practices.
- 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66d8f90108190b72e37c0056de0f8 |
completed | April 20, 2026, 6:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08706f3f648190831c3b5c522eb7da |
completed | May 16, 2026, 1:26 p.m. |
Created at: April 11, 2026, 11:38 p.m.