Triple

T8586486

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Works and Transport (Uganda)	`E203317`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Ministry of Local Government (Uganda) The Ministry of Local Government (Uganda) is a central government body responsible for overseeing, coordinating, and supporting local governments and decentralized administration across the country.	`E746132`	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: Ministry of Local Government (Uganda) | Statement: [Ministry of Works and Transport (Uganda), collaboratesWith, Ministry of Local Government (Uganda)]

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

Target entity: Ministry of Local Government (Uganda)
Context triple: [Ministry of Works and Transport (Uganda), collaboratesWith, Ministry of Local Government (Uganda)]

A. Ministry of Water and Environment (Uganda)
The Ministry of Water and Environment (Uganda) is the national government body responsible for managing the country’s water resources, environmental protection, and climate-related policies and programs.
B. Government of Uganda
The Government of Uganda is the central governing authority of the Republic of Uganda, responsible for national administration, policymaking, and international representation.
C. 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.
D. Ministry of Health (Uganda)
The Ministry of Health (Uganda) is the national government body responsible for formulating health policy, overseeing public health services, and managing the country’s healthcare system.
E. Ministry of Local Government and Rural Development (Zambia)
The Ministry of Local Government and Rural Development (Zambia) is a central government body responsible for overseeing local authorities, urban and rural development, and the delivery of municipal services across the country.
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: Ministry of Local Government (Uganda)
Triple: [Ministry of Works and Transport (Uganda), collaboratesWith, Ministry of Local Government (Uganda)]

Generated description

The Ministry of Local Government (Uganda) is a central government body responsible for overseeing, coordinating, and supporting local governments and decentralized administration across the country.

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

Target entity: Ministry of Local Government (Uganda)
Target entity description: The Ministry of Local Government (Uganda) is a central government body responsible for overseeing, coordinating, and supporting local governments and decentralized administration across the country.

A. Ministry of Internal Affairs (Uganda)
The Ministry of Internal Affairs (Uganda) is a government ministry responsible for internal security, immigration, citizenship, and the regulation of law and order within Uganda.
B. Ministry of Water and Environment (Uganda)
The Ministry of Water and Environment (Uganda) is the national government body responsible for managing the country’s water resources, environmental protection, and climate-related policies and programs.
C. Government of Uganda
The Government of Uganda is the central governing authority of the Republic of Uganda, responsible for national administration, policymaking, and international representation.
D. 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.
E. Ministry of Health (Uganda)
The Ministry of Health (Uganda) is the national government body responsible for formulating health policy, overseeing public health services, and managing the country’s healthcare system.
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.