Triple
T6007322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashanti Region |
E133743
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Obuasi
Obuasi is a major Ghanaian mining town renowned for its large gold deposits and historic gold mine.
|
E567727
|
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: Obuasi | Statement: [Ashanti Region, hasMajorCity, Obuasi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Obuasi Context triple: [Ashanti Region, hasMajorCity, Obuasi]
-
A.
Odukpani
Odukpani is a local government area in southeastern Nigeria known for its diverse ethnic communities and proximity to the state capital, Calabar, in Cross River State.
-
B.
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.
-
C.
Winneba, Ghana
Winneba, Ghana is a coastal town in the Central Region of Ghana known for its fishing industry, Aboakyer festival, and the University of Education, Winneba.
-
D.
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.
-
E.
Denkyira
Denkyira was a powerful pre-colonial Akan state in what is now Ghana, known for its early dominance over neighboring states before being defeated and eclipsed by the rising Ashanti Empire.
- 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: Obuasi Triple: [Ashanti Region, hasMajorCity, Obuasi]
Generated description
Obuasi is a major Ghanaian mining town renowned for its large gold deposits and historic gold mine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Obuasi Target entity description: Obuasi is a major Ghanaian mining town renowned for its large gold deposits and historic gold mine.
-
A.
Odukpani
Odukpani is a local government area in southeastern Nigeria known for its diverse ethnic communities and proximity to the state capital, Calabar, in Cross River State.
-
B.
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.
-
C.
Winneba, Ghana
Winneba, Ghana is a coastal town in the Central Region of Ghana known for its fishing industry, Aboakyer festival, and the University of Education, Winneba.
-
D.
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.
-
E.
Denkyira
Denkyira was a powerful pre-colonial Akan state in what is now Ghana, known for its early dominance over neighboring states before being defeated and eclipsed by the rising Ashanti Empire.
- 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_69c00872444c8190bfaf1739dcec765c |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04f13d9908190a11d9bef8652db93 |
completed | March 22, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1250c82588190af8102263c1bd242 |
completed | March 23, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69c125968c70819096266bcf0413a941 |
completed | March 23, 2026, 11:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c126070ba08190bc26e61c2c519b50 |
completed | March 23, 2026, 11:37 a.m. |
Created at: March 22, 2026, 4:06 p.m.