Triple
T16383688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benga language |
E397868
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Kwasio language
The Kwasio language is a Bantu language spoken primarily by the Kwasio people of southern Cameroon and neighboring areas, closely related to other coastal Bantu languages of the region.
|
E1210228
|
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: Kwasio language | Statement: [Benga language, closelyRelatedTo, Kwasio language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwasio language Context triple: [Benga language, closelyRelatedTo, Kwasio language]
-
A.
Konjo language
The Konjo language is an Austronesian language spoken by the Konjo people of South Sulawesi, Indonesia, known for its distinct coastal and highland dialects.
-
B.
Sanglechi language
The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
-
C.
Kwaya language
The Kwaya language is a Bantu language spoken by the Kwaya people around Lake Victoria in Tanzania.
-
D.
Kwegu language
The Kwegu language is a Surmic language spoken by the small Kwegu ethnic group living along the Omo River in southwestern Ethiopia.
-
E.
Okwanuchu language
The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan 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: Kwasio language Triple: [Benga language, closelyRelatedTo, Kwasio language]
Generated description
The Kwasio language is a Bantu language spoken primarily by the Kwasio people of southern Cameroon and neighboring areas, closely related to other coastal Bantu languages of the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kwasio language Target entity description: The Kwasio language is a Bantu language spoken primarily by the Kwasio people of southern Cameroon and neighboring areas, closely related to other coastal Bantu languages of the region.
-
A.
Konjo language
The Konjo language is an Austronesian language spoken by the Konjo people of South Sulawesi, Indonesia, known for its distinct coastal and highland dialects.
-
B.
Sanglechi language
The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
-
C.
Kwaya language
The Kwaya language is a Bantu language spoken by the Kwaya people around Lake Victoria in Tanzania.
-
D.
Kwegu language
The Kwegu language is a Surmic language spoken by the small Kwegu ethnic group living along the Omo River in southwestern Ethiopia.
-
E.
Okwanuchu language
The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319de83248190b5d43646fa9b6cda |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00356b00408190beab51a23011be67 |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a00369391a08190bb5521e2fcc839c6 |
completed | May 10, 2026, 7:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00374326948190ae039bc689054387 |
completed | May 10, 2026, 7:44 a.m. |
Created at: April 10, 2026, 5:08 a.m.