Triple
T13077663
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lira |
E329618
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object |
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.
|
E1020037
|
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: Uganda National Roads Network | Statement: [Lira, servedBy, Uganda National Roads Network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uganda National Roads Network Context triple: [Lira, servedBy, Uganda National Roads Network]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Kampala–Nimule–Juba transport corridor
The Kampala–Nimule–Juba transport corridor is a major regional road route linking Uganda’s capital Kampala with South Sudan’s capital Juba via the border town of Nimule, facilitating trade and movement between the two countries.
- 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: Uganda National Roads Network Triple: [Lira, servedBy, Uganda National Roads Network]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Uganda National Roads Network Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Kampala–Nimule–Juba transport corridor
The Kampala–Nimule–Juba transport corridor is a major regional road route linking Uganda’s capital Kampala with South Sudan’s capital Juba via the border town of Nimule, facilitating trade and movement between the two countries.
- 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_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. |
| NEDg | Description generation | batch_69f6da9ed7bc8190b1a451ea2ada811d |
completed | May 3, 2026, 5:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6db6950b08190a868c9371ff0a34e |
completed | May 3, 2026, 5:21 a.m. |
Created at: April 9, 2026, 9:01 p.m.