Triple
T11762399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sekondi |
E279688
|
entity |
| Predicate | formsMetropolisWith |
P39103
|
FINISHED |
| Object | Takoradi |
E283453
|
NE FINISHED |
How this triple was built (3 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: Takoradi | Statement: [Sekondi, formsMetropolisWith, Takoradi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Takoradi Context triple: [Sekondi, formsMetropolisWith, Takoradi]
-
A.
Takoradi
chosen
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.
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.
Koforidua
Koforidua is a major city in southern Ghana known as an administrative, commercial, and transportation hub for the Eastern Region.
-
D.
Accra
Accra is the capital and largest city of Ghana, known as a major economic, political, and cultural hub in West Africa.
-
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formsMetropolisWith Context triple: [Sekondi, formsMetropolisWith, Takoradi]
-
A.
formsNear
Indicates that one entity takes shape or comes into existence in close spatial proximity to another entity.
-
B.
formsLocalityWith
chosen
Indicates that two or more entities together constitute or define a specific locality or local area.
-
C.
metropole
Indicates a relationship where one place functions as the principal or most important city or center of activity for another place or region.
-
D.
formsSwarms
Indicates that multiple entities come together to create or participate in a coordinated swarm.
-
E.
formsMostOf
Indicates that one entity constitutes the majority or predominant portion of another entity.
- F. None of above.
Provenance (4 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_69d6ab01d2688190ad8ed6bda487eaa5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a5248e0881909ed1b4df7be422f7 |
completed | April 10, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4174972ac819094f3938b18a5081e |
completed | May 1, 2026, 3 a.m. |
| PD | Predicate disambiguation | batch_69d88a829fe481909cc5431de7d6058e |
completed | April 10, 2026, 5:28 a.m. |
Created at: April 8, 2026, 9:41 p.m.