Maleng language
E615584
The Maleng language is a Vietic language spoken by the Maleng people of Laos and Vietnam, known for preserving archaic features within the Vietic branch of the Austroasiatic family.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Maleng language canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T6728580 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maleng language Context triple: [Vietic languages, hasMember, Maleng language]
-
A.
Murle language
The Murle language is an Eastern Sudanic language spoken primarily by the Murle people of South Sudan.
-
B.
Lengo language
The Lengo language is an Oceanic language spoken on Guadalcanal in the Solomon Islands, known for its place within the Southeast Solomonic subgroup.
-
C.
Lango language
Lango is a Western Nilotic language spoken primarily by the Lango people of northern Uganda, closely related to other Luo languages.
-
D.
Kalanguya language
The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
-
E.
Sanglechi language
The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maleng language Target entity description: The Maleng language is a Vietic language spoken by the Maleng people of Laos and Vietnam, known for preserving archaic features within the Vietic branch of the Austroasiatic family.
-
A.
Murle language
The Murle language is an Eastern Sudanic language spoken primarily by the Murle people of South Sudan.
-
B.
Lengo language
The Lengo language is an Oceanic language spoken on Guadalcanal in the Solomon Islands, known for its place within the Southeast Solomonic subgroup.
-
C.
Lango language
Lango is a Western Nilotic language spoken primarily by the Lango people of northern Uganda, closely related to other Luo languages.
-
D.
Kalanguya language
The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
-
E.
Sanglechi language
The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
- F. None of above. chosen
Statements (36)
| Predicate | Object |
|---|---|
| instanceOf |
Austroasiatic language
ⓘ
Vietic language ⓘ language ⓘ |
| branch | Vietic branch of Austroasiatic ⓘ |
| country |
Laos
NERFINISHED
ⓘ
Viet Nam ⓘ
surface form:
Vietnam
|
| documentationStatus | limited linguistic documentation ⓘ |
| endangeredStatus | endangered ⓘ |
| ethnicGroup | Maleng NERFINISHED ⓘ |
| family | Austroasiatic ⓘ |
| hasAlternativeName |
Maleng Bru
NERFINISHED
ⓘ
Malieng ⓘ Pakatan ⓘ |
| hasDialect |
Arem-like Maleng variety
ⓘ
Maleng proper ⓘ |
| hasFeature |
conservative phonology relative to other Vietic languages
ⓘ
lexical items cognate with other Vietic languages ⓘ |
| hasPhonologicalFeature | complex register or phonation contrasts (typical of Vietic) ⓘ |
| hasSyntacticType | analytic language ⓘ |
| ISO639-3Code | pkt ⓘ |
| isPartOf | Vietic subgroup of Austroasiatic ⓘ |
| linguisticClassification | Austroasiatic > Vietic > Maleng ⓘ |
| preserves | archaic Vietic features ⓘ |
| region |
central Laos
ⓘ
central Vietnam ⓘ |
| relatedTo |
Arem language
NERFINISHED
ⓘ
Muong language NERFINISHED ⓘ Ruc language NERFINISHED ⓘ Vietnamese language NERFINISHED ⓘ |
| riskFactor | language shift to national languages (Lao and Vietnamese) ⓘ |
| script | Latin script (in linguistic description) ⓘ |
| spokenBy | Maleng people NERFINISHED ⓘ |
| spokenIn |
Laos
NERFINISHED
ⓘ
Vietnam NERFINISHED ⓘ |
| subfamily | Vietic NERFINISHED ⓘ |
| usedBy | small ethnic minority communities ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Maleng language Description of subject: The Maleng language is a Vietic language spoken by the Maleng people of Laos and Vietnam, known for preserving archaic features within the Vietic branch of the Austroasiatic family.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.