Triple
T2140846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hmong |
E46755
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Hmong people |
E46755
|
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: Hmong people | Statement: [Hmong, spokenBy, Hmong people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hmong people Context triple: [Hmong, spokenBy, Hmong people]
-
A.
Hmong
chosen
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.
-
B.
Hmong American
Hmong Americans are an ethnic group in the United States with roots in the Hmong communities of Southeast Asia, many of whom arrived as refugees after the Vietnam War and have since established significant communities, particularly in California, Minnesota, and Wisconsin.
-
C.
Vietic peoples
The Vietic peoples are an ethnolinguistic group of Southeast Asia speaking Vietic (a branch of the Austroasiatic) languages, including the majority Kinh of Vietnam and several smaller highland and minority communities.
-
D.
Muong
The Muong are an indigenous ethnic group of Vietnam, culturally and linguistically related to the Kinh (Vietnamese) majority but maintaining distinct traditional customs and social structures.
-
E.
Naga peoples
The Naga peoples are a diverse group of indigenous ethnic communities primarily inhabiting the northeastern region of India and northwestern Myanmar, known for their distinct cultures, traditions, and 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_69a88a174ab48190a5db20c132e5dccf |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbe04135c8190ab100b4b3879cb01 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae653677ec8190ab0b044e005a9947 |
completed | March 9, 2026, 6:14 a.m. |
Created at: March 4, 2026, 7:44 p.m.