Triple
T17459449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kumba |
E425114
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
Kumba–Mamfe road
The Kumba–Mamfe road is a key highway in southwestern Cameroon that links the town of Kumba to Mamfe and serves as an important route for regional trade and travel.
|
E1270097
|
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: Kumba–Mamfe road | Statement: [Kumba, hasTransportConnection, Kumba–Mamfe road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kumba–Mamfe road Context triple: [Kumba, hasTransportConnection, Kumba–Mamfe road]
-
A.
Bamenda–Mbouda road
The Bamenda–Mbouda road is a major roadway in western Cameroon that links the city of Bamenda with Mbouda, serving as an important regional transport corridor.
-
B.
Mpulungu–Mbala road
The Mpulungu–Mbala road is a key transport route in northern Zambia linking the lakeside town of Mpulungu with the inland town of Mbala, facilitating regional trade and travel.
-
C.
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.
-
D.
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.
-
E.
Karuma–Pakwach road
The Karuma–Pakwach road is a major transport route in northern Uganda that connects the Karuma area to the town of Pakwach, facilitating regional trade and access to Murchison Falls National Park.
- 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: Kumba–Mamfe road Triple: [Kumba, hasTransportConnection, Kumba–Mamfe road]
Generated description
The Kumba–Mamfe road is a key highway in southwestern Cameroon that links the town of Kumba to Mamfe and serves as an important route for regional trade and travel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kumba–Mamfe road Target entity description: The Kumba–Mamfe road is a key highway in southwestern Cameroon that links the town of Kumba to Mamfe and serves as an important route for regional trade and travel.
-
A.
Bamenda–Mbouda road
The Bamenda–Mbouda road is a major roadway in western Cameroon that links the city of Bamenda with Mbouda, serving as an important regional transport corridor.
-
B.
Mpulungu–Mbala road
The Mpulungu–Mbala road is a key transport route in northern Zambia linking the lakeside town of Mpulungu with the inland town of Mbala, facilitating regional trade and travel.
-
C.
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.
-
D.
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.
-
E.
Karuma–Pakwach road
The Karuma–Pakwach road is a major transport route in northern Uganda that connects the Karuma area to the town of Pakwach, facilitating regional trade and access to Murchison Falls National Park.
- 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_69d889db0ba481908402409af3b37917 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451444e008190944d9668d4d901fa |
completed | April 19, 2026, 3:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01b82206d08190939e1d5f8d31ec6f |
completed | May 11, 2026, 11:06 a.m. |
| NEDg | Description generation | batch_6a01b8c906ec8190ae9e56b3bdb97fe4 |
completed | May 11, 2026, 11:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01b9343028819082933b51bb092b3d |
completed | May 11, 2026, 11:10 a.m. |
Created at: April 10, 2026, 5:47 a.m.