Triple
T11302997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mampruli language |
E267641
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Mamprusi people
The Mamprusi people are an ethnic group of northern Ghana and parts of Togo and Burkina Faso, known for their centralized chieftaincy system, rich oral traditions, and agrarian lifestyle.
|
E449412
|
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: Mamprusi people | Statement: [Mampruli language, spokenBy, Mamprusi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mamprusi people Context triple: [Mampruli language, spokenBy, Mamprusi people]
-
A.
Akposso people
The Akposso people are an ethnic group of Togo (and neighboring areas) known for their distinct cultural traditions and use of the Ikposo language.
-
B.
Sena people
The Sena people are a Bantu ethnic group of southeastern Africa, primarily found in Mozambique and Malawi, known for their agricultural traditions and use of the Sena language.
-
C.
Mandinka people
The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
-
D.
Akyem people
The Akyem people are a major Akan ethnic group in southeastern Ghana, known historically for their powerful states, rich gold resources, and influential role in regional politics and culture.
-
E.
Dagomba people
The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
- 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: Mamprusi people Triple: [Mampruli language, spokenBy, Mamprusi people]
Generated description
The Mamprusi people are an ethnic group of northern Ghana and parts of Togo and Burkina Faso, known for their centralized chieftaincy system, rich oral traditions, and agrarian lifestyle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mamprusi people Target entity description: The Mamprusi people are an ethnic group of northern Ghana and parts of Togo and Burkina Faso, known for their centralized chieftaincy system, rich oral traditions, and agrarian lifestyle.
-
A.
Akposso people
The Akposso people are an ethnic group of Togo (and neighboring areas) known for their distinct cultural traditions and use of the Ikposo language.
-
B.
Sena people
The Sena people are a Bantu ethnic group of southeastern Africa, primarily found in Mozambique and Malawi, known for their agricultural traditions and use of the Sena language.
-
C.
Mandinka people
The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
-
D.
Akyem people
The Akyem people are a major Akan ethnic group in southeastern Ghana, known historically for their powerful states, rich gold resources, and influential role in regional politics and culture.
-
E.
Dagomba people
chosen
The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
- F. None of above.
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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8b5ad3c81909c38c83804b7d337 |
completed | May 3, 2026, 2:53 a.m. |
| NEDg | Description generation | batch_69f6b9dac2c88190850304023f156969 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb337b708190a874cec01d588236 |
completed | May 3, 2026, 3:04 a.m. |
Created at: April 8, 2026, 9:32 p.m.