Triple

T8586473

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Works and Transport (Uganda)	`E203317`	entity
Predicate	oversees	`P46`	FINISHED
Object	National Road Safety Council (Uganda) The National Road Safety Council (Uganda) is a government body responsible for coordinating and promoting policies and programs to improve road safety and reduce traffic accidents across Uganda.	`E746130`	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: National Road Safety Council (Uganda) | Statement: [Ministry of Works and Transport (Uganda), oversees, National Road Safety Council (Uganda)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: National Road Safety Council (Uganda)
Context triple: [Ministry of Works and Transport (Uganda), oversees, National Road Safety Council (Uganda)]

A. Ministry of Works and Transport (Uganda)
The Ministry of Works and Transport (Uganda) is the national government body responsible for developing, managing, and regulating the country’s transport infrastructure and public works.
B. Bermuda Road Safety Council
The Bermuda Road Safety Council is a governmental advisory body dedicated to improving road safety across Bermuda through public education, policy recommendations, and collaboration with law enforcement and community stakeholders.
C. National Council for Higher Education (Uganda)
The National Council for Higher Education (Uganda) is the government regulatory body responsible for overseeing, accrediting, and ensuring quality standards in universities and other higher education institutions across Uganda.
D. Federal Road Safety Corps
The Federal Road Safety Corps is Nigeria’s government agency responsible for road safety management, traffic regulation, and accident prevention across the country.
E. Global Road Safety Partnership
The Global Road Safety Partnership is an international coalition that works to reduce road traffic deaths and injuries worldwide by promoting evidence-based road safety policies, capacity building, and multi-sector collaboration.
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: National Road Safety Council (Uganda)
Triple: [Ministry of Works and Transport (Uganda), oversees, National Road Safety Council (Uganda)]

Generated description

The National Road Safety Council (Uganda) is a government body responsible for coordinating and promoting policies and programs to improve road safety and reduce traffic accidents across Uganda.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: National Road Safety Council (Uganda)
Target entity description: The National Road Safety Council (Uganda) is a government body responsible for coordinating and promoting policies and programs to improve road safety and reduce traffic accidents across Uganda.

A. Ministry of Works and Transport (Uganda)
The Ministry of Works and Transport (Uganda) is the national government body responsible for developing, managing, and regulating the country’s transport infrastructure and public works.
B. Bermuda Road Safety Council
The Bermuda Road Safety Council is a governmental advisory body dedicated to improving road safety across Bermuda through public education, policy recommendations, and collaboration with law enforcement and community stakeholders.
C. National Council for Higher Education (Uganda)
The National Council for Higher Education (Uganda) is the government regulatory body responsible for overseeing, accrediting, and ensuring quality standards in universities and other higher education institutions across Uganda.
D. Federal Road Safety Corps
The Federal Road Safety Corps is Nigeria’s government agency responsible for road safety management, traffic regulation, and accident prevention across the country.
E. Global Road Safety Partnership
The Global Road Safety Partnership is an international coalition that works to reduce road traffic deaths and injuries worldwide by promoting evidence-based road safety policies, capacity building, and multi-sector collaboration.
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_69ca8329bb7c8190a63c643730839103`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cc457be9b88190bd9a2fc32350c31e`	completed	March 31, 2026, 10:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cea8a51db0819097ec0f70bee31539`	completed	April 2, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69cea996a5c48190a12ffe8e282d2d9c`	completed	April 2, 2026, 5:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69ceadb2d52c8190aada1d797753663e`	completed	April 2, 2026, 5:56 p.m.

Created at: March 30, 2026, 6:22 p.m.