Triple
T13876657
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kitgum |
E333599
|
entity |
| Predicate | servedByRoad |
P385
|
FINISHED |
| Object |
Gulu–Kitgum Road
Gulu–Kitgum Road is a major transport route in northern Uganda that connects the towns of Gulu and Kitgum, facilitating regional travel and trade.
|
E1070212
|
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: Gulu–Kitgum Road | Statement: [Kitgum, servedByRoad, Gulu–Kitgum Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulu–Kitgum Road Context triple: [Kitgum, servedByRoad, Gulu–Kitgum Road]
-
A.
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.
-
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.
Mbarara–Ishaka Road
Mbarara–Ishaka Road is a major paved highway in western Uganda that links the city of Mbarara to the town of Ishaka, facilitating regional trade and transport.
-
D.
Kabale–Kisoro road
The Kabale–Kisoro road is a major highway in southwestern Uganda that connects the town of Kabale to Kisoro near the borders with Rwanda and the Democratic Republic of the Congo, serving as an important route for regional trade and tourism.
-
E.
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.
- 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: Gulu–Kitgum Road Triple: [Kitgum, servedByRoad, Gulu–Kitgum Road]
Generated description
Gulu–Kitgum Road is a major transport route in northern Uganda that connects the towns of Gulu and Kitgum, facilitating regional travel and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulu–Kitgum Road Target entity description: Gulu–Kitgum Road is a major transport route in northern Uganda that connects the towns of Gulu and Kitgum, facilitating regional travel and trade.
-
A.
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.
-
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.
Mbarara–Ishaka Road
Mbarara–Ishaka Road is a major paved highway in western Uganda that links the city of Mbarara to the town of Ishaka, facilitating regional trade and transport.
-
D.
Kabale–Kisoro road
The Kabale–Kisoro road is a major highway in southwestern Uganda that connects the town of Kabale to Kisoro near the borders with Rwanda and the Democratic Republic of the Congo, serving as an important route for regional trade and tourism.
-
E.
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.
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0be556708190bbcf0b3583f677e3 |
completed | April 14, 2026, 9:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce6df2ac819089024b9ede7b205f |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f9fd56da288190b2bd33bc496c3fb9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb039fdb1c8190ad5286d1cfe80a29 |
completed | May 6, 2026, 9:02 a.m. |
Created at: April 9, 2026, 10:15 p.m.