Triple

T14852929

Position	Surface form	Disambiguated ID	Type / Status
Subject	Zimbabwe National Roads Administration	`E349275`	entity
Predicate	parentAgency	`P254`	FINISHED
Object	Ministry of Transport and Infrastructural Development of Zimbabwe The Ministry of Transport and Infrastructural Development of Zimbabwe is the government body responsible for formulating and overseeing national policies and projects related to transportation systems and public infrastructure across the country.	`E1124036`	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 Transport and Infrastructural Development of Zimbabwe | Statement: [Zimbabwe National Roads Administration, parentAgency, Ministry of Transport and Infrastructural Development of Zimbabwe]

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

Target entity: Ministry of Transport and Infrastructural Development of Zimbabwe
Context triple: [Zimbabwe National Roads Administration, parentAgency, Ministry of Transport and Infrastructural Development of Zimbabwe]

A. Zimbabwe National Roads Administration
The Zimbabwe National Roads Administration is the government agency responsible for managing, maintaining, and developing Zimbabwe’s national road network and related infrastructure.
B. Ministry of Finance and Economic Development of Zimbabwe
The Ministry of Finance and Economic Development of Zimbabwe is the government department responsible for managing the country’s public finances, economic policy, and development planning.
C. Ministry of Works and Transport of Tanzania
The Ministry of Works and Transport of Tanzania is a government ministry responsible for formulating and overseeing national policies, regulations, and infrastructure development in the transport and public works sectors across the country.
D. National Railways of Zimbabwe
National Railways of Zimbabwe is the state-owned railway company responsible for operating the majority of Zimbabwe’s rail transport infrastructure and services.
E. Government of Zimbabwe
The Government of Zimbabwe is the central political authority of Zimbabwe, responsible for executive decision-making, lawmaking, and administration of the state.
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 Transport and Infrastructural Development of Zimbabwe
Triple: [Zimbabwe National Roads Administration, parentAgency, Ministry of Transport and Infrastructural Development of Zimbabwe]

Generated description

The Ministry of Transport and Infrastructural Development of Zimbabwe is the government body responsible for formulating and overseeing national policies and projects related to transportation systems and public infrastructure across the country.

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

Target entity: Ministry of Transport and Infrastructural Development of Zimbabwe
Target entity description: The Ministry of Transport and Infrastructural Development of Zimbabwe is the government body responsible for formulating and overseeing national policies and projects related to transportation systems and public infrastructure across the country.

A. Zimbabwe National Roads Administration
The Zimbabwe National Roads Administration is the government agency responsible for managing, maintaining, and developing Zimbabwe’s national road network and related infrastructure.
B. Ministry of Finance and Economic Development of Zimbabwe
The Ministry of Finance and Economic Development of Zimbabwe is the government department responsible for managing the country’s public finances, economic policy, and development planning.
C. Ministry of Works and Transport of Tanzania
The Ministry of Works and Transport of Tanzania is a government ministry responsible for formulating and overseeing national policies, regulations, and infrastructure development in the transport and public works sectors across the country.
D. National Railways of Zimbabwe
National Railways of Zimbabwe is the state-owned railway company responsible for operating the majority of Zimbabwe’s rail transport infrastructure and services.
E. Government of Zimbabwe
The Government of Zimbabwe is the central political authority of Zimbabwe, responsible for executive decision-making, lawmaking, and administration of the state.
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_69d822ed7e1881909b90fca143ad7e34`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69ded441e70881909bbf62b66d932aff`	completed	April 14, 2026, 11:56 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe6506ace48190819504b93f575660`	completed	May 8, 2026, 10:34 p.m.
NEDg	Description generation	`batch_69fe66a5f3a88190827c6c9247323153`	completed	May 8, 2026, 10:41 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe6736ff34819098524e4401a414aa`	completed	May 8, 2026, 10:44 p.m.

Created at: April 10, 2026, 1:54 a.m.