Triple

T11921647
Position Surface form Disambiguated ID Type / Status
Subject Kiryandongo District E283669 entity
Predicate hasRoad P959 FINISHED
Object 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.
E964510 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: Masindi–Kiryandongo road | Statement: [Kiryandongo District, hasRoad, Masindi–Kiryandongo road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Masindi–Kiryandongo road
Context triple: [Kiryandongo District, hasRoad, Masindi–Kiryandongo road]
  • A. Jinja–Iganga–Tororo road
    The Jinja–Iganga–Tororo road is a key highway in eastern Uganda that links the industrial city of Jinja to Iganga and the border town of Tororo, serving as an important route for regional trade and transport.
  • B. 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.
  • 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. 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.
  • E. Arusha–Namanga road
    The Arusha–Namanga road is a major highway linking northern Tanzania with Kenya, serving as a key route for cross-border trade and travel between the two countries.
  • 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: Masindi–Kiryandongo road
Triple: [Kiryandongo District, hasRoad, Masindi–Kiryandongo road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Masindi–Kiryandongo road
Target entity description: 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.
  • A. Jinja–Iganga–Tororo road
    The Jinja–Iganga–Tororo road is a key highway in eastern Uganda that links the industrial city of Jinja to Iganga and the border town of Tororo, serving as an important route for regional trade and transport.
  • B. 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.
  • 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. 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.
  • E. Arusha–Namanga road
    The Arusha–Namanga road is a major highway linking northern Tanzania with Kenya, serving as a key route for cross-border trade and travel between the two countries.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e8e1b08481909ed291667035f330 completed April 10, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f63ac68c819090a0361a16e8452d completed May 2, 2026, 1:03 p.m.
NEDg Description generation batch_69f5ff815b748190932bfe163ea2847d completed May 2, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69f6018b4088819092b8b97089068fae completed May 2, 2026, 1:52 p.m.
Created at: April 8, 2026, 9:45 p.m.