Triple
T1945925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austroasiatic |
E42054
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Aslian languages of Peninsular Malaysia
The Aslian languages of Peninsular Malaysia are a branch of the Austroasiatic language family spoken primarily by indigenous Orang Asli communities in the Malay Peninsula.
|
E220626
|
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 of Peninsular Malaysia | Statement: [Austroasiatic, hasLanguage, Aslian languages of Peninsular Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aslian languages of Peninsular Malaysia Context triple: [Austroasiatic, hasLanguage, Aslian languages of Peninsular Malaysia]
-
A.
Bornean languages
Bornean languages are a subgroup of the Malayo-Polynesian language family spoken on the island of Borneo, encompassing diverse indigenous languages of Brunei, Indonesia, and Malaysia.
-
B.
Malayic languages
Malayic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and closely related languages spoken primarily in Maritime Southeast Asia.
-
C.
Greater North Borneo languages
The Greater North Borneo languages are a proposed subgroup of Austronesian languages spoken primarily in Borneo and nearby regions, characterized by shared lexical and phonological innovations.
-
D.
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
E.
Penutian languages
Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
- 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 of Peninsular Malaysia Triple: [Austroasiatic, hasLanguage, Aslian languages of Peninsular Malaysia]
Generated description
The Aslian languages of Peninsular Malaysia are a branch of the Austroasiatic language family spoken primarily by indigenous Orang Asli communities in the Malay Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aslian languages of Peninsular Malaysia Target entity description: The Aslian languages of Peninsular Malaysia are a branch of the Austroasiatic language family spoken primarily by indigenous Orang Asli communities in the Malay Peninsula.
-
A.
Bornean languages
Bornean languages are a subgroup of the Malayo-Polynesian language family spoken on the island of Borneo, encompassing diverse indigenous languages of Brunei, Indonesia, and Malaysia.
-
B.
Malayic languages
Malayic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and closely related languages spoken primarily in Maritime Southeast Asia.
-
C.
Greater North Borneo languages
The Greater North Borneo languages are a proposed subgroup of Austronesian languages spoken primarily in Borneo and nearby regions, characterized by shared lexical and phonological innovations.
-
D.
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
E.
Penutian languages
Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
- 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.