Triple

T8586540

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Water and Environment (Uganda)	`E203318`	entity
Predicate	implements	`P1417`	FINISHED
Object	National Water Policy (Uganda) The National Water Policy (Uganda) is the country’s overarching framework guiding the sustainable management, development, and use of water resources and services to support social and economic development.	`E746138`	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 Water Policy (Uganda) | Statement: [Ministry of Water and Environment (Uganda), implements, National Water Policy (Uganda)]

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

Target entity: National Water Policy (Uganda)
Context triple: [Ministry of Water and Environment (Uganda), implements, National Water Policy (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. Nairobi Rivers Basin Programme (NRBP)
The Nairobi Rivers Basin Programme (NRBP) is an environmental initiative focused on rehabilitating, conserving, and sustainably managing the Nairobi River and its surrounding basin.
C. Niger Basin Water Charter
The Niger Basin Water Charter is a regional legal and institutional framework that governs the cooperative, sustainable, and equitable management of water resources shared by the countries of the Niger River Basin.
D. Constitution of Uganda
The Constitution of Uganda is the supreme law that defines the country’s political framework, fundamental rights, and structure of government.
E. Acts of Parliament of Uganda
Acts of Parliament of Uganda are the primary laws formally enacted by Uganda’s national legislature to govern the country’s legal and institutional framework.
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 Water Policy (Uganda)
Triple: [Ministry of Water and Environment (Uganda), implements, National Water Policy (Uganda)]

Generated description

The National Water Policy (Uganda) is the country’s overarching framework guiding the sustainable management, development, and use of water resources and services to support social and economic development.

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

Target entity: National Water Policy (Uganda)
Target entity description: The National Water Policy (Uganda) is the country’s overarching framework guiding the sustainable management, development, and use of water resources and services to support social and economic development.

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. Nairobi Rivers Basin Programme (NRBP)
The Nairobi Rivers Basin Programme (NRBP) is an environmental initiative focused on rehabilitating, conserving, and sustainably managing the Nairobi River and its surrounding basin.
C. Niger Basin Water Charter
The Niger Basin Water Charter is a regional legal and institutional framework that governs the cooperative, sustainable, and equitable management of water resources shared by the countries of the Niger River Basin.
D. Constitution of Uganda
The Constitution of Uganda is the supreme law that defines the country’s political framework, fundamental rights, and structure of government.
E. Acts of Parliament of Uganda
Acts of Parliament of Uganda are the primary laws formally enacted by Uganda’s national legislature to govern the country’s legal and institutional framework.
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.