Triple
T6823733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kumasi |
E156961
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Kumasi Airport
Kumasi Airport is a domestic airport in Kumasi, Ghana, serving as a key aviation hub for the Ashanti Region and central Ghana.
|
E622281
|
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 Airport | Statement: [Kumasi, hasAirport, Kumasi Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kumasi Airport Context triple: [Kumasi, hasAirport, Kumasi Airport]
-
A.
Victor Attah International Airport
Victor Attah International Airport is a modern Nigerian airport serving Uyo and the surrounding region of Akwa Ibom State, named after former state governor Obong Victor Attah.
-
B.
Margaret Ekpo International Airport
Margaret Ekpo International Airport is a public airport serving Calabar and the surrounding region in Cross River State, Nigeria, named in honor of Nigerian women's rights activist Margaret Ekpo.
-
C.
Akanu Ibiam International Airport
Akanu Ibiam International Airport is a major airport serving Enugu and the surrounding region in southeastern Nigeria, handling both domestic and international flights.
-
D.
Bayelsa International Airport
Bayelsa International Airport is a commercial and passenger airport serving Bayelsa State in Nigeria’s Niger Delta region.
-
E.
N’Dolo Airport
N’Dolo Airport is a smaller, secondary airfield serving Kinshasa in the Democratic Republic of the Congo, primarily handling domestic and regional flights.
- 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 Airport Triple: [Kumasi, hasAirport, Kumasi Airport]
Generated description
Kumasi Airport is a domestic airport in Kumasi, Ghana, serving as a key aviation hub for the Ashanti Region and central Ghana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kumasi Airport Target entity description: Kumasi Airport is a domestic airport in Kumasi, Ghana, serving as a key aviation hub for the Ashanti Region and central Ghana.
-
A.
Victor Attah International Airport
Victor Attah International Airport is a modern Nigerian airport serving Uyo and the surrounding region of Akwa Ibom State, named after former state governor Obong Victor Attah.
-
B.
Margaret Ekpo International Airport
Margaret Ekpo International Airport is a public airport serving Calabar and the surrounding region in Cross River State, Nigeria, named in honor of Nigerian women's rights activist Margaret Ekpo.
-
C.
Akanu Ibiam International Airport
Akanu Ibiam International Airport is a major airport serving Enugu and the surrounding region in southeastern Nigeria, handling both domestic and international flights.
-
D.
Bayelsa International Airport
Bayelsa International Airport is a commercial and passenger airport serving Bayelsa State in Nigeria’s Niger Delta region.
-
E.
N’Dolo Airport
N’Dolo Airport is a smaller, secondary airfield serving Kinshasa in the Democratic Republic of the Congo, primarily handling domestic and regional flights.
- 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_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.