Triple
T2089377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timor–Babar languages |
E32631
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Kemak language
The Kemak language is an Austronesian language spoken primarily in the border regions of East Timor and Indonesian West Timor by the Kemak ethnic group.
|
E231077
|
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: Kemak language | Statement: [Timor–Babar languages, hasMember, Kemak language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kemak language Context triple: [Timor–Babar languages, hasMember, Kemak language]
-
A.
Makushi language
The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
-
B.
Pamaka language
The Pamaka language is an Eastern Maroon Creole spoken by the Pamaka people of Suriname and French Guiana, closely related to other English-based Maroon creoles of the region.
-
C.
Kedayan language
The Kedayan language is an Austronesian language spoken primarily by the Kedayan people of Brunei, Sabah, and parts of Borneo, closely related to Malay and other Greater North Borneo languages.
-
D.
Semai language
The Semai language is an Austroasiatic language spoken by the Semai people, an indigenous Orang Asli group in Peninsular Malaysia.
-
E.
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.
- 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: Kemak language Triple: [Timor–Babar languages, hasMember, Kemak language]
Generated description
The Kemak language is an Austronesian language spoken primarily in the border regions of East Timor and Indonesian West Timor by the Kemak ethnic group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kemak language Target entity description: The Kemak language is an Austronesian language spoken primarily in the border regions of East Timor and Indonesian West Timor by the Kemak ethnic group.
-
A.
Makushi language
The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
-
B.
Pamaka language
The Pamaka language is an Eastern Maroon Creole spoken by the Pamaka people of Suriname and French Guiana, closely related to other English-based Maroon creoles of the region.
-
C.
Kedayan language
The Kedayan language is an Austronesian language spoken primarily by the Kedayan people of Brunei, Sabah, and parts of Borneo, closely related to Malay and other Greater North Borneo languages.
-
D.
Semai language
The Semai language is an Austroasiatic language spoken by the Semai people, an indigenous Orang Asli group in Peninsular Malaysia.
-
E.
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.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba730a5c8190a85be72149574d79 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2744d8108190b551a970956914c4 |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae27c0cc40819093dcbcb34e12ada2 |
completed | March 9, 2026, 1:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2819ec2481908652e9165d1a6636 |
completed | March 9, 2026, 1:53 a.m. |
Created at: March 4, 2026, 7:43 p.m.