Triple
T22720116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kejetia Market |
E561835
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Kumasi Metropolitan Assembly
Kumasi Metropolitan Assembly is the local government authority responsible for administering and managing the city of Kumasi in Ghana’s Ashanti Region.
|
E1551220
|
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: [Kejetia Market, operatedBy, Kumasi Metropolitan Assembly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kumasi Metropolitan Assembly Context triple: [Kejetia Market, operatedBy, Kumasi Metropolitan Assembly]
-
A.
Sekondi-Takoradi Metropolitan Assembly
The Sekondi-Takoradi Metropolitan Assembly is the local government authority responsible for administering and managing development, services, and regulations within the Sekondi-Takoradi metropolitan area in Ghana’s Western Region.
-
B.
Accra Metropolitan Assembly
The Accra Metropolitan Assembly is the local government authority responsible for municipal administration and development within central Accra, the capital city of Ghana.
-
C.
Kwahu West Municipal District
Kwahu West Municipal District is an administrative district in southern Ghana known for its local governance center and communities within the Eastern Region.
-
D.
Mfantsiman Municipal District
Mfantsiman Municipal District is a local government administrative area in Ghana’s Central Region, known for its coastal communities and historical significance in the Anomabu area.
-
E.
Awutu Senya East Municipal District
Awutu Senya East Municipal District is a local government administrative area in Ghana’s Central Region, centered on the rapidly growing urban town of Kasoa.
- 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: [Kejetia Market, operatedBy, Kumasi Metropolitan Assembly]
Generated description
Kumasi Metropolitan Assembly is the local government authority responsible for administering and managing the city of Kumasi in Ghana’s Ashanti Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kumasi Metropolitan Assembly Target entity description: Kumasi Metropolitan Assembly is the local government authority responsible for administering and managing the city of Kumasi in Ghana’s Ashanti Region.
-
A.
Sekondi-Takoradi Metropolitan Assembly
The Sekondi-Takoradi Metropolitan Assembly is the local government authority responsible for administering and managing development, services, and regulations within the Sekondi-Takoradi metropolitan area in Ghana’s Western Region.
-
B.
Accra Metropolitan Assembly
The Accra Metropolitan Assembly is the local government authority responsible for municipal administration and development within central Accra, the capital city of Ghana.
-
C.
Kwahu West Municipal District
Kwahu West Municipal District is an administrative district in southern Ghana known for its local governance center and communities within the Eastern Region.
-
D.
Mfantsiman Municipal District
Mfantsiman Municipal District is a local government administrative area in Ghana’s Central Region, known for its coastal communities and historical significance in the Anomabu area.
-
E.
Kwahu East District
Kwahu East District is an administrative district in Ghana known for its mountainous terrain, cool climate, and vibrant Easter festivities centered around paragliding and tourism.
- 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_69e2454fc984819088213b58ee87a002 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17910deb48190b38174e16868f3dd |
completed | April 29, 2026, 3:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b7ee1fa788190b7589af0c049f6e5 |
completed | May 18, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_6a0b834f488c8190bee40bd1caea0e40 |
completed | May 18, 2026, 9:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b8717b65c819089d29c1802d1ed55 |
completed | May 18, 2026, 9:39 p.m. |
Created at: April 17, 2026, 3:19 p.m.