Triple
T13077648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lira |
E329618
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object | Kampala–Gulu Highway (via branching roads) |
E954623
|
NE FINISHED |
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: Kampala–Gulu Highway (via branching roads) | Statement: [Lira, roadConnection, Kampala–Gulu Highway (via branching roads)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kampala–Gulu Highway (via branching roads) Context triple: [Lira, roadConnection, Kampala–Gulu Highway (via branching roads)]
-
A.
Kampala–Gulu Highway
chosen
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.
-
B.
Jinja–Iganga–Tororo road
The Jinja–Iganga–Tororo road is a key highway in eastern Uganda that links the industrial city of Jinja to Iganga and the border town of Tororo, serving as an important route for regional trade and transport.
-
C.
Gulu–Arua road
The Gulu–Arua road is a major highway in northern Uganda that connects the city of Gulu to Arua, facilitating regional trade and transport across several districts.
-
D.
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.
-
E.
Masindi–Kiryandongo road
The Masindi–Kiryandongo road is a key transport route in western Uganda that links the town of Masindi to Kiryandongo, facilitating regional trade and access to major highways.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9811828448190ac6ddd3e9c221251 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60aaac48190b5b724a19cad5279 |
completed | May 3, 2026, 4:58 a.m. |
Created at: April 9, 2026, 9:01 p.m.