Triple
T22883867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ménoua |
E567548
|
entity |
| Predicate | languageSpoken |
P151
|
FINISHED |
| Object |
Yemba
Yemba is a Grassfields Bantu language spoken primarily by the Bamileke people in western Cameroon.
|
E1558968
|
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: Yemba | Statement: [Ménoua, languageSpoken, Yemba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yemba Context triple: [Ménoua, languageSpoken, Yemba]
-
A.
Mandinka music
Mandinka music is a traditional West African musical style of the Mandinka people, characterized by rich oral storytelling, complex rhythms, and the use of instruments like the kora, balafon, and djembe.
-
B.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
-
C.
Kirumba
Kirumba is a town located within Lubero Territory in North Kivu Province of the eastern Democratic Republic of the Congo.
-
D.
Songhay
Songhay is a group of closely related Nilo-Saharan languages spoken primarily along the Niger River in Mali, Niger, and neighboring countries, historically associated with the Songhai Empire.
-
E.
Wemba Wemba
Wemba Wemba refers to an Aboriginal Australian people and their language traditionally associated with regions of northern Victoria and southern New South Wales.
- 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: Yemba Triple: [Ménoua, languageSpoken, Yemba]
Generated description
Yemba is a Grassfields Bantu language spoken primarily by the Bamileke people in western Cameroon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yemba Target entity description: Yemba is a Grassfields Bantu language spoken primarily by the Bamileke people in western Cameroon.
-
A.
Mandinka music
Mandinka music is a traditional West African musical style of the Mandinka people, characterized by rich oral storytelling, complex rhythms, and the use of instruments like the kora, balafon, and djembe.
-
B.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
-
C.
Kirumba
Kirumba is a town located within Lubero Territory in North Kivu Province of the eastern Democratic Republic of the Congo.
-
D.
Songhay
Songhay is a group of closely related Nilo-Saharan languages spoken primarily along the Niger River in Mali, Niger, and neighboring countries, historically associated with the Songhai Empire.
-
E.
Wemba Wemba
Wemba Wemba refers to an Aboriginal Australian people and their language traditionally associated with regions of northern Victoria and southern New South Wales.
- 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_69e2458a92ec81908fc1cd5f6407d2ab |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17fbfc5848190aa612ea51df5a9ec |
completed | April 29, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bae9fb798819082bddcc4a886ca4e |
completed | May 19, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a0baf84e1c88190abf6f9c18fa3d553 |
completed | May 19, 2026, 12:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bb07b997c819098e64124a575a020 |
completed | May 19, 2026, 12:36 a.m. |
Created at: April 17, 2026, 3:39 p.m.