Triple
T1945865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austroasiatic |
E42054
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Aslian languages
Aslian languages are a subgroup of the Austroasiatic language family spoken primarily by indigenous Orang Asli communities in Peninsular Malaysia and parts of southern Thailand.
|
E220616
|
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: Aslian languages | Statement: [Austroasiatic, hasLanguage, Aslian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aslian languages Context triple: [Austroasiatic, hasLanguage, Aslian languages]
-
A.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
B.
Gur languages
Gur languages are a large branch of the Niger–Congo language family spoken primarily in West Africa, especially in countries such as Burkina Faso, Ghana, Togo, and Ivory Coast.
-
C.
Algic languages
Algic languages are a Native North American language family that includes the widespread Algonquian branch along with a few closely related but more geographically restricted languages.
-
D.
Kayanic languages
Kayanic languages are a group of closely related Austronesian languages spoken primarily by Kayan and related indigenous communities in Borneo.
-
E.
Omotic languages
Omotic languages are a group of closely related languages spoken primarily in southwestern Ethiopia, often considered one of the most divergent branches of the Afroasiatic language family.
- 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: Aslian languages Triple: [Austroasiatic, hasLanguage, Aslian languages]
Generated description
Aslian languages are a subgroup of the Austroasiatic language family spoken primarily by indigenous Orang Asli communities in Peninsular Malaysia and parts of southern Thailand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aslian languages Target entity description: Aslian languages are a subgroup of the Austroasiatic language family spoken primarily by indigenous Orang Asli communities in Peninsular Malaysia and parts of southern Thailand.
-
A.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
B.
Gur languages
Gur languages are a large branch of the Niger–Congo language family spoken primarily in West Africa, especially in countries such as Burkina Faso, Ghana, Togo, and Ivory Coast.
-
C.
Algic languages
Algic languages are a Native North American language family that includes the widespread Algonquian branch along with a few closely related but more geographically restricted languages.
-
D.
Kayanic languages
Kayanic languages are a group of closely related Austronesian languages spoken primarily by Kayan and related indigenous communities in Borneo.
-
E.
Omotic languages
Omotic languages are a group of closely related languages spoken primarily in southwestern Ethiopia, often considered one of the most divergent branches of the Afroasiatic language family.
- F. None of above. chosen
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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb300af2481908ae359972843c1ef |
completed | March 7, 2026, 5:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbbcc5688190aad081dc8d119e7f |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc50a3488190afe44ee5125d9ebd |
completed | March 8, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcdccce48190a2591b90c81ad084 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.