Triple
T11913543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Takoradi |
E283453
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Sekondi-Takoradi Metropolitan Area |
E943873
|
NE FINISHED |
How this triple was built (2 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: Sekondi-Takoradi Metropolitan Area | Statement: [Takoradi, partOf, Sekondi-Takoradi Metropolitan Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sekondi-Takoradi Metropolitan Area Context triple: [Takoradi, partOf, Sekondi-Takoradi Metropolitan Area]
-
A.
Takoradi
Takoradi is a coastal city in southwestern Ghana that developed into a key commercial and industrial hub, particularly known for its deep-water seaport and role in regional trade.
-
B.
Greater Accra Region
The Greater Accra Region is Ghana’s smallest but most densely populated administrative region, encompassing the national capital, Accra, and serving as the country’s primary political and economic hub.
-
C.
Koforidua
Koforidua is a major city in southern Ghana known as an administrative, commercial, and transportation hub for the Eastern Region.
-
D.
Sekondi-Takoradi Metropolitan Assembly
chosen
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.
-
E.
Obuasi
Obuasi is a major Ghanaian mining town renowned for its large gold deposits and historic gold mine.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab2c07e88190ba13b0d21fd6cf33 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8e52a2bc08190b80cc6ccf5779d7c |
completed | April 10, 2026, 11:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f48a61e120819089e44568ce7e99fe |
completed | May 1, 2026, 11:11 a.m. |
Created at: April 8, 2026, 9:44 p.m.