Triple

T8586583

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Gender, Labour and Social Development (Uganda)	`E203319`	entity
Predicate	hasChildAgency	`P48916`	FINISHED
Object	Directorate of Social Protection The Directorate of Social Protection is a Ugandan government body responsible for designing and implementing policies and programs that provide social assistance and security to vulnerable and marginalized populations.	`E746143`	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: Directorate of Social Protection | Statement: [Ministry of Gender, Labour and Social Development (Uganda), hasChildAgency, Directorate of Social Protection]

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

Target entity: Directorate of Social Protection
Context triple: [Ministry of Gender, Labour and Social Development (Uganda), hasChildAgency, Directorate of Social Protection]

A. Directorate for Social Security
The Directorate for Social Security is a Scottish Government body responsible for developing and delivering Scotland’s devolved social security policies and benefits.
B. Ministry of Social Security
The Ministry of Social Security is North Korea’s national police and internal security agency responsible for public order, surveillance, and social control.
C. Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
D. Directorate of Human and Social Development
The Directorate of Human and Social Development is a key arm of the Caribbean Community (CARICOM) responsible for advancing regional policies and programs in areas such as health, education, youth, gender, and social protection.
E. Department of Social Security
The Department of Social Security was a former UK government department responsible for administering social security benefits and welfare payments before its functions were absorbed into successor bodies.
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: Directorate of Social Protection
Triple: [Ministry of Gender, Labour and Social Development (Uganda), hasChildAgency, Directorate of Social Protection]

Generated description

The Directorate of Social Protection is a Ugandan government body responsible for designing and implementing policies and programs that provide social assistance and security to vulnerable and marginalized populations.

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

Target entity: Directorate of Social Protection
Target entity description: The Directorate of Social Protection is a Ugandan government body responsible for designing and implementing policies and programs that provide social assistance and security to vulnerable and marginalized populations.

A. Directorate for Social Security
The Directorate for Social Security is a Scottish Government body responsible for developing and delivering Scotland’s devolved social security policies and benefits.
B. Ministry of Social Security
The Ministry of Social Security is North Korea’s national police and internal security agency responsible for public order, surveillance, and social control.
C. Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
D. Directorate of Human and Social Development
The Directorate of Human and Social Development is a key arm of the Caribbean Community (CARICOM) responsible for advancing regional policies and programs in areas such as health, education, youth, gender, and social protection.
E. Department of Social Security
The Department of Social Security was a former UK government department responsible for administering social security benefits and welfare payments before its functions were absorbed into successor bodies.
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.