Triple
T13299421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tai Tham script |
E316767
|
entity |
| Predicate | usedForLanguage |
P907
|
FINISHED |
| Object |
Khmu language
The Khmu language is an Austroasiatic language spoken primarily by the Khmu people of Laos and neighboring regions in Southeast Asia.
|
E786075
|
NE FINISHED |
How this triple was built (4 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: [Tai Tham script, usedForLanguage, Khmu language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khmu language Context triple: [Tai Tham script, usedForLanguage, Khmu language]
-
A.
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.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Khmu language Triple: [Tai Tham script, usedForLanguage, Khmu language]
Generated description
The Khmu language is an Austroasiatic language spoken primarily by the Khmu people of Laos and neighboring regions in Southeast Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khmu language Target entity description: The Khmu language is an Austroasiatic language spoken primarily by the Khmu people of Laos and neighboring regions in Southeast Asia.
-
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.
Provenance (5 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_69d806b40ab4819094adf6c374f4811a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d990a43ed88190a8dbbbd7d6d62dc4 |
completed | April 11, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716dd0cd88190b0ae81b402fc31cf |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f71842a8808190ae4ef8b22bdbd0c6 |
completed | May 3, 2026, 9:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f71908236481909140a5953ec44498 |
completed | May 3, 2026, 9:44 a.m. |
Created at: April 9, 2026, 9:28 p.m.