Triple
T23348701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duala (Cameroon) |
E591942
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Isubu language
The Isubu language is a Bantu language spoken by the Isubu people of Cameroon’s coastal region, closely associated with the historic port town of Bimbia.
|
E1586744
|
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: Isubu language | Statement: [Duala (Cameroon), closelyRelatedTo, Isubu language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isubu language Context triple: [Duala (Cameroon), closelyRelatedTo, Isubu language]
-
A.
Ishkashimi language
The Ishkashimi language is an Eastern Iranian Pamir language spoken by a small community in the Ishkashim region of Afghanistan and Tajikistan, noted for its endangered status and distinct phonological and grammatical features.
-
B.
Kawaiisu language
Kawaiisu language is an endangered Uto-Aztecan language traditionally spoken by the Kawaiisu people of southern California.
-
C.
Jibana language
The Jibana language is a Bantu language spoken by the Jibana subgroup of the Mijikenda people along Kenya’s coastal region.
-
D.
Keiga language
The Keiga language is a Kadu (Kadugli) language spoken by the Keiga people in the Nuba Mountains region of Sudan.
-
E.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan 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: Isubu language Triple: [Duala (Cameroon), closelyRelatedTo, Isubu language]
Generated description
The Isubu language is a Bantu language spoken by the Isubu people of Cameroon’s coastal region, closely associated with the historic port town of Bimbia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isubu language Target entity description: The Isubu language is a Bantu language spoken by the Isubu people of Cameroon’s coastal region, closely associated with the historic port town of Bimbia.
-
A.
Ishkashimi language
The Ishkashimi language is an Eastern Iranian Pamir language spoken by a small community in the Ishkashim region of Afghanistan and Tajikistan, noted for its endangered status and distinct phonological and grammatical features.
-
B.
Kawaiisu language
Kawaiisu language is an endangered Uto-Aztecan language traditionally spoken by the Kawaiisu people of southern California.
-
C.
Jibana language
The Jibana language is a Bantu language spoken by the Jibana subgroup of the Mijikenda people along Kenya’s coastal region.
-
D.
Keiga language
The Keiga language is a Kadu (Kadugli) language spoken by the Keiga people in the Nuba Mountains region of Sudan.
-
E.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan 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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f199cb2a3c8190a5c0c8d8735256c7 |
completed | April 29, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c6784d6848190b232ae6366430c88 |
completed | May 19, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_6a0c7213e19881909151fe5c0560e096 |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c770010308190a0a07b50fdca7d6a |
completed | May 19, 2026, 2:43 p.m. |
Created at: April 17, 2026, 5:19 p.m.