Triple
T20628124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Kampala Metropolitan Area |
E506873
|
entity |
| Predicate | includesTransportInfrastructure |
P101545
|
FINISHED |
| Object | Kampala–Entebbe Expressway |
—
|
NE NERFINISHED |
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: Kampala–Entebbe Expressway | Statement: [Greater Kampala Metropolitan Area, includesTransportInfrastructure, Kampala–Entebbe Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kampala–Entebbe Expressway Context triple: [Greater Kampala Metropolitan Area, includesTransportInfrastructure, Kampala–Entebbe Expressway]
-
A.
Kampala Northern Bypass Highway
The Kampala Northern Bypass Highway is a major arterial road that diverts traffic around the northern side of Kampala, Uganda’s capital, to ease congestion and improve connectivity between key national highways.
-
B.
Kampala–Entebbe Road
Kampala–Entebbe Road is a major arterial highway in Uganda that connects the capital city Kampala to Entebbe and its international airport, serving as one of the country’s busiest transport corridors.
-
C.
Kampala–Jinja Highway
The Kampala–Jinja Highway is a major arterial road in Uganda that links the capital city Kampala with the eastern city of Jinja, serving as a key route for national and regional transport.
-
D.
Kampala–Gulu Highway
The Kampala–Gulu Highway is a major paved road in Uganda that connects the capital city Kampala with the northern regional hub of Gulu, serving as a key route for transport and trade.
-
E.
Kampala–Masaka Road
Kampala–Masaka Road is a major highway in central Uganda that links the capital city Kampala to the southwestern town of Masaka, serving as a key route toward Rwanda and Tanzania.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kampala–Entebbe Expressway Target entity description: The Kampala–Entebbe Expressway is a major toll highway in Uganda that connects the capital city Kampala to Entebbe and its international airport, significantly improving regional traffic flow and travel times.
-
A.
Kampala Northern Bypass Highway
The Kampala Northern Bypass Highway is a major arterial road that diverts traffic around the northern side of Kampala, Uganda’s capital, to ease congestion and improve connectivity between key national highways.
-
B.
Kampala–Entebbe Road
chosen
Kampala–Entebbe Road is a major arterial highway in Uganda that connects the capital city Kampala to Entebbe and its international airport, serving as one of the country’s busiest transport corridors.
-
C.
Kampala–Jinja Highway
The Kampala–Jinja Highway is a major arterial road in Uganda that links the capital city Kampala with the eastern city of Jinja, serving as a key route for national and regional transport.
-
D.
Kampala–Gulu Highway
The Kampala–Gulu Highway is a major paved road in Uganda that connects the capital city Kampala with the northern regional hub of Gulu, serving as a key route for transport and trade.
-
E.
Kampala–Masaka Road
Kampala–Masaka Road is a major highway in central Uganda that links the capital city Kampala to the southwestern town of Masaka, serving as a key route toward Rwanda and Tanzania.
- F. None of above.
Provenance (2 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_69e0b4bd4a0081908d4e97a590a33fb2 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6abe645888190b639ebedc5b3041a |
completed | April 20, 2026, 10:42 p.m. |
Created at: April 16, 2026, 11:42 a.m.