Triple
T23506408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James A. Matisoff |
E572291
|
entity |
| Predicate | languageStudied |
P5462
|
FINISHED |
| Object | Hmong |
—
|
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: Hmong | Statement: [James A. Matisoff, languageStudied, Hmong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hmong Context triple: [James A. Matisoff, languageStudied, Hmong]
-
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-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.
-
C.
Khmu people
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.
-
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.
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_69e245b5e4208190bac8a6509867e394 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a9009ca081908c4cffb8c32293ec |
completed | April 29, 2026, 6:45 a.m. |
Created at: April 17, 2026, 6:07 p.m.