Triple
T9319202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Semai language |
E224201
|
entity |
| Predicate | belongsTo |
P35
|
FINISHED |
| Object |
Orang Asli languages
Orang Asli languages are a diverse group of indigenous Austroasiatic and Austronesian languages spoken by the original inhabitants of Peninsular Malaysia.
|
E791848
|
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: Orang Asli languages | Statement: [Semai language, belongsTo, Orang Asli languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orang Asli languages Context triple: [Semai language, belongsTo, Orang Asli languages]
-
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.
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.
-
C.
Kenyah languages
The Kenyah languages are a group of closely related Austronesian languages spoken primarily by the Kenyah people of Borneo, especially in parts of Indonesia and Malaysia.
-
D.
Sumatran languages
Sumatran languages are a diverse group of Austronesian languages spoken on the Indonesian island of Sumatra and its surrounding regions.
-
E.
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.
- 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: Orang Asli languages Triple: [Semai language, belongsTo, Orang Asli languages]
Generated description
Orang Asli languages are a diverse group of indigenous Austroasiatic and Austronesian languages spoken by the original inhabitants of Peninsular Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orang Asli languages Target entity description: Orang Asli languages are a diverse group of indigenous Austroasiatic and Austronesian languages spoken by the original inhabitants 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.
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.
-
C.
Kenyah languages
The Kenyah languages are a group of closely related Austronesian languages spoken primarily by the Kenyah people of Borneo, especially in parts of Indonesia and Malaysia.
-
D.
Sumatran languages
Sumatran languages are a diverse group of Austronesian languages spoken on the Indonesian island of Sumatra and its surrounding regions.
-
E.
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.
- 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_69ca8426d48481909596360f7791c7dd |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd358c7d348190a10fd8670d7756f5 |
completed | April 1, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0c7c1fc848190bbb3ef6a1ed7a7d2 |
completed | April 4, 2026, 8:11 a.m. |
| NEDg | Description generation | batch_69d0ca049fdc819091e101d8cdcfb7e8 |
completed | April 4, 2026, 8:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0cc6239108190b921eface5cdd543 |
completed | April 4, 2026, 8:31 a.m. |
Created at: March 30, 2026, 7:38 p.m.