Triple
T17799913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oudomxay Province |
E444393
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Khmu |
—
|
NE NERFINISHED |
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: Khmu | Statement: [Oudomxay Province, hasEthnicGroup, Khmu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khmu Context triple: [Oudomxay Province, hasEthnicGroup, Khmu]
-
A.
Khmu people
chosen
The Khmu people are an indigenous ethnic group of mainland Southeast Asia, primarily inhabiting the mountainous regions of northern Laos and neighboring countries, known for their distinct Mon-Khmer language and traditional swidden agriculture.
-
B.
Hmong
Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
-
C.
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.
-
D.
Khmuic languages
The Khmuic languages are a branch of the Austroasiatic language family spoken primarily by the Khmu and related ethnic groups in Laos, Vietnam, Thailand, and southern China.
-
E.
Bahnar
The Bahnar are an indigenous ethnic group of Vietnam known for their distinct Austroasiatic language, communal stilt houses, and rich gong-based musical traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b9efe370819095cd219b143ae727 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e487fe19dc8190b7e9dc96f39e0861 |
completed | April 19, 2026, 7:45 a.m. |
Created at: April 10, 2026, 10:13 a.m.