Triple

T1828036

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Uganda	`E40696`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	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.	`E203317`	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 Works and Transport (Uganda) | Statement: [Government of Uganda, hasAgency, Ministry of Works and Transport (Uganda)]

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

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

A. Kenyan Ministry of Transport
The Kenyan Ministry of Transport is a government department responsible for formulating and implementing national policies on transportation infrastructure, services, and regulation in Kenya.
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 Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
E. Greek Ministry of Public Works
The Greek Ministry of Public Works was a government department responsible for planning, constructing, and maintaining Greece’s public infrastructure, including roads, public buildings, and other major civil works.
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 Works and Transport (Uganda)
Triple: [Government of Uganda, hasAgency, Ministry of Works and Transport (Uganda)]

Generated description

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.

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

Target entity: Ministry of Works and Transport (Uganda)
Target entity description: 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.

A. Kenyan Ministry of Transport
The Kenyan Ministry of Transport is a government department responsible for formulating and implementing national policies on transportation infrastructure, services, and regulation in Kenya.
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 Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
E. Greek Ministry of Public Works
The Greek Ministry of Public Works was a government department responsible for planning, constructing, and maintaining Greece’s public infrastructure, including roads, public buildings, and other major civil works.
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_69a8864644bc8190b2358ab897194ac1`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb01191208190a7eaf3036638ec40`	completed	March 7, 2026, 4:56 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adbf6b4bdc8190b53dbdc9c31e3685`	completed	March 8, 2026, 6:26 p.m.
NEDg	Description generation	`batch_69adc07fff60819092b10dd0e417ac5a`	completed	March 8, 2026, 6:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69adc0fd79c48190864f53a90517edc6`	completed	March 8, 2026, 6:33 p.m.

Created at: March 4, 2026, 7:32 p.m.