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.