Triple
T15786245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Kenya |
E382744
|
entity |
| Predicate | infrastructureProject |
P39986
|
FINISHED |
| Object |
Isiolo–Moyale Highway
The Isiolo–Moyale Highway is a major transport corridor in northern Kenya that links the interior of the country to the Ethiopian border, boosting regional trade and connectivity.
|
E1176138
|
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: Isiolo–Moyale Highway | Statement: [Northern Kenya, infrastructureProject, Isiolo–Moyale Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isiolo–Moyale Highway Context triple: [Northern Kenya, infrastructureProject, Isiolo–Moyale Highway]
-
A.
Mombasa–Nairobi Highway
The Mombasa–Nairobi Highway is a major Kenyan road linking the coastal city of Mombasa with the capital Nairobi, serving as a key corridor for trade and travel.
-
B.
Nairobi–Nakuru Highway
The Nairobi–Nakuru Highway is a key transport corridor in Kenya that links the capital Nairobi with the Rift Valley region and onward to western Kenya and neighboring countries.
-
C.
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.
-
D.
Kisii–Kisumu road
The Kisii–Kisumu road is a key highway in western Kenya that links the highland town of Kisii with the lakeside city of Kisumu, serving as an important regional transport and trade corridor.
-
E.
Nairobi–Lodwar route
The Nairobi–Lodwar route is a domestic air corridor in Kenya connecting the capital city Nairobi with the northern town of Lodwar in Turkana County.
- 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: Isiolo–Moyale Highway Triple: [Northern Kenya, infrastructureProject, Isiolo–Moyale Highway]
Generated description
The Isiolo–Moyale Highway is a major transport corridor in northern Kenya that links the interior of the country to the Ethiopian border, boosting regional trade and connectivity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isiolo–Moyale Highway Target entity description: The Isiolo–Moyale Highway is a major transport corridor in northern Kenya that links the interior of the country to the Ethiopian border, boosting regional trade and connectivity.
-
A.
Mombasa–Nairobi Highway
The Mombasa–Nairobi Highway is a major Kenyan road linking the coastal city of Mombasa with the capital Nairobi, serving as a key corridor for trade and travel.
-
B.
Nairobi–Nakuru Highway
The Nairobi–Nakuru Highway is a key transport corridor in Kenya that links the capital Nairobi with the Rift Valley region and onward to western Kenya and neighboring countries.
-
C.
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.
-
D.
Kisii–Kisumu road
The Kisii–Kisumu road is a key highway in western Kenya that links the highland town of Kisii with the lakeside city of Kisumu, serving as an important regional transport and trade corridor.
-
E.
Nairobi–Lodwar route
The Nairobi–Lodwar route is a domestic air corridor in Kenya connecting the capital city Nairobi with the northern town of Lodwar in Turkana County.
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0540380448190a025338f0e62e6d1 |
completed | April 16, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90a6365c8190833431cf079b21fb |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff916638048190ad4a6c85da9cef9d |
completed | May 9, 2026, 7:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff91cf6f7c81908361f85c9a98ae80 |
completed | May 9, 2026, 7:58 p.m. |
Created at: April 10, 2026, 4:48 a.m.