Triple
T20627919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kampala–Jinja Highway |
E506868
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | Uganda National Roads Authority |
—
|
NE NERFINISHED |
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: Uganda National Roads Authority | Statement: [Kampala–Jinja Highway, maintainedBy, Uganda National Roads Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uganda National Roads Authority Context triple: [Kampala–Jinja Highway, maintainedBy, Uganda National Roads Authority]
-
A.
Uganda National Roads Authority
chosen
The Uganda National Roads Authority is a government agency responsible for developing, managing, and maintaining Uganda’s national road network.
-
B.
Uganda National Roads Network
The Uganda National Roads Network is the system of major highways and roads that connects key towns and regions across Uganda, facilitating national transport and commerce.
-
C.
Tanzania National Roads Agency
The Tanzania National Roads Agency is a government body responsible for the development, maintenance, and management of the national road network in Tanzania.
-
D.
Kenya National Highways Authority
The Kenya National Highways Authority is a state corporation responsible for the development, maintenance, and management of Kenya’s national trunk road network.
-
E.
Ministry of Works and Transport (Uganda)
The Ministry of Works and Transport (Uganda) is the national government body responsible for developing, managing, and regulating the country’s transport infrastructure and public works.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.