Triple
T6823744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kumasi |
E156961
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Kumasi Metropolitan Assembly
The Kumasi Metropolitan Assembly is the local government authority responsible for administering and managing municipal services, development, and governance within the Kumasi metropolis in Ghana.
|
E156961
|
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: Kumasi Metropolitan Assembly | Statement: [Kumasi, governingBody, Kumasi Metropolitan Assembly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kumasi Metropolitan Assembly Context triple: [Kumasi, governingBody, Kumasi Metropolitan Assembly]
-
A.
Kumasi
Kumasi is a major city in southern Ghana, known as the historic capital of the Ashanti Kingdom and a key cultural and commercial center in West Africa.
-
B.
Mampong
Mampong is a prominent town and municipal center in Ghana known for its historical significance within the Ashanti cultural area and its role as an educational and agricultural hub.
-
C.
Koforidua
Koforidua is a major city in southern Ghana known as an administrative, commercial, and transportation hub for the Eastern Region.
-
D.
Kenema District
Kenema District is an administrative district in eastern Sierra Leone known for its predominantly Mende population and rich agricultural and diamond-mining activities.
-
E.
Obuasi
Obuasi is a major Ghanaian mining town renowned for its large gold deposits and historic gold mine.
- 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: Kumasi Metropolitan Assembly Triple: [Kumasi, governingBody, Kumasi Metropolitan Assembly]
Generated description
The Kumasi Metropolitan Assembly is the local government authority responsible for administering and managing municipal services, development, and governance within the Kumasi metropolis in Ghana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kumasi Metropolitan Assembly Target entity description: The Kumasi Metropolitan Assembly is the local government authority responsible for administering and managing municipal services, development, and governance within the Kumasi metropolis in Ghana.
-
A.
Kumasi
chosen
Kumasi is a major city in southern Ghana, known as the historic capital of the Ashanti Kingdom and a key cultural and commercial center in West Africa.
-
B.
Mampong
Mampong is a prominent town and municipal center in Ghana known for its historical significance within the Ashanti cultural area and its role as an educational and agricultural hub.
-
C.
Koforidua
Koforidua is a major city in southern Ghana known as an administrative, commercial, and transportation hub for the Eastern Region.
-
D.
Kenema District
Kenema District is an administrative district in eastern Sierra Leone known for its predominantly Mende population and rich agricultural and diamond-mining activities.
-
E.
Obuasi
Obuasi is a major Ghanaian mining town renowned for its large gold deposits and historic gold mine.
- 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_69c688298a288190af3f285d57f76bbe |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d580ca448190aa6d52908ca50e39 |
completed | March 27, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723ee0e94819095a678e1073869d5 |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c7254674008190972b4f8619b28776 |
completed | March 28, 2026, 12:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c725be2ad881908e97017baabbd854 |
completed | March 28, 2026, 12:50 a.m. |
Created at: March 27, 2026, 2:18 p.m.