Triple
T17727298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phongsaly Province |
E442494
|
entity |
| Predicate | languageUsed |
P238
|
FINISHED |
| Object | Khmu language |
E786075
|
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: Khmu language | Statement: [Phongsaly Province, languageUsed, Khmu language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khmu language Context triple: [Phongsaly Province, languageUsed, Khmu language]
-
A.
Khmuic languages
chosen
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.
-
B.
Pahawh Hmong
Pahawh Hmong is an indigenous script devised in the 20th century specifically for writing the Hmong language, featuring a unique syllabic and tonal system distinct from Latin-based orthographies.
-
C.
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.
-
D.
Muong language
The Muong language is an Austroasiatic language spoken primarily by the Muong people of northern Vietnam, closely related to Vietnamese and written using a Latin-based script.
-
E.
Mon-Khmer
Mon-Khmer is a major branch of the Austroasiatic language family that includes numerous languages spoken across mainland Southeast Asia and parts of South Asia.
- 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_69d8b9ec79688190b86bdcef85a7b3aa |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e478e3cb708190b47456ad2008a65e |
completed | April 19, 2026, 6:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0242f372c48190b918f21fb3662ff2 |
completed | May 11, 2026, 8:58 p.m. |
Created at: April 10, 2026, 10:07 a.m.