Triple

T14796327
Position Surface form Disambiguated ID Type / Status
Subject Oyugis E347786 entity
Predicate hasMajorRoadConnection P385 FINISHED
Object 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.
E1121100 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: Kisii–Kisumu road | Statement: [Oyugis, hasMajorRoadConnection, Kisii–Kisumu road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kisii–Kisumu road
Context triple: [Oyugis, hasMajorRoadConnection, Kisii–Kisumu road]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Kasese–Kilembe Road
    Kasese–Kilembe Road is a roadway in western Uganda that links the town of Kasese to the nearby mining area of Kilembe in the Rwenzori Mountains.
  • E. Masindi–Pakwach road
    The Masindi–Pakwach road is a major transport route in northwestern Uganda that links the town of Masindi to Pakwach and facilitates 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: Kisii–Kisumu road
Triple: [Oyugis, hasMajorRoadConnection, Kisii–Kisumu road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kisii–Kisumu road
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Kasese–Kilembe Road
    Kasese–Kilembe Road is a roadway in western Uganda that links the town of Kasese to the nearby mining area of Kilembe in the Rwenzori Mountains.
  • E. Masindi–Pakwach road
    The Masindi–Pakwach road is a major transport route in northwestern Uganda that links the town of Masindi to Pakwach and facilitates 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_69d822ea8b7c819097dfadf3d45545e6 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decd5fdd548190a2ee5e668c2b20b4 completed April 14, 2026, 11:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24c0beb0819081a124479a849bb6 completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe2c102f8c8190b9ed567fd2946ed2 completed May 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69fe2d898ae08190be30b5a12937a6a4 completed May 8, 2026, 6:38 p.m.
Created at: April 10, 2026, 1:31 a.m.