Triple
T23506400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James A. Matisoff |
E572291
|
entity |
| Predicate | researchInterest |
P3
|
FINISHED |
| Object | Hmong-Mien languages |
—
|
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-Mien languages | Statement: [James A. Matisoff, researchInterest, Hmong-Mien languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hmong-Mien languages Context triple: [James A. Matisoff, researchInterest, Hmong-Mien languages]
-
A.
Hmongic languages
Hmongic languages are a branch of the Hmong-Mien language family spoken primarily by Hmong and related ethnic groups in southern China and Southeast Asia.
-
B.
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.
-
C.
Hmong-Mien
chosen
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.
Bahnaric languages
The Bahnaric languages are a group of related Austroasiatic languages spoken primarily by indigenous communities in Vietnam, Laos, and Cambodia.
-
E.
Eastern Hmongic
Eastern Hmongic is a subgroup of the Hmongic (Miao) languages spoken primarily in parts of southern China, characterized by distinct tonal and phonological features.
- 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.