Triple

T14852930

Position	Surface form	Disambiguated ID	Type / Status
Subject	Zimbabwe National Roads Administration	`E349275`	entity
Predicate	legalBasis	`P125`	FINISHED
Object	Zimbabwe National Roads Administration Act The Zimbabwe National Roads Administration Act is a piece of legislation that establishes and governs the operations, powers, and responsibilities of the Zimbabwe National Roads Administration in managing the country’s road network and related funding.	`E349275`	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: Zimbabwe National Roads Administration Act | Statement: [Zimbabwe National Roads Administration, legalBasis, Zimbabwe National Roads Administration Act]

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

Target entity: Zimbabwe National Roads Administration Act
Context triple: [Zimbabwe National Roads Administration, legalBasis, Zimbabwe National Roads Administration Act]

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. Zimbabwe road network
The Zimbabwe road network is the nationwide system of highways and secondary roads that connects cities, towns, and rural areas across Zimbabwe, supporting the country’s transport and economic activities.
C. High Court Act of Zimbabwe
The High Court Act of Zimbabwe is a key piece of legislation that establishes the structure, powers, and jurisdiction of Zimbabwe’s High Court within the national judicial system.
D. Rural District Councils Act of Zimbabwe
The Rural District Councils Act of Zimbabwe is a key piece of legislation that establishes and regulates the structure, powers, and functions of local government authorities in the country’s rural areas.
E. Banking Act of Zimbabwe
The Banking Act of Zimbabwe is the primary legislation governing the regulation, licensing, and supervision of banking institutions in Zimbabwe.
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: Zimbabwe National Roads Administration Act
Triple: [Zimbabwe National Roads Administration, legalBasis, Zimbabwe National Roads Administration Act]

Generated description

The Zimbabwe National Roads Administration Act is a piece of legislation that establishes and governs the operations, powers, and responsibilities of the Zimbabwe National Roads Administration in managing the country’s road network and related funding.

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

Target entity: Zimbabwe National Roads Administration Act
Target entity description: The Zimbabwe National Roads Administration Act is a piece of legislation that establishes and governs the operations, powers, and responsibilities of the Zimbabwe National Roads Administration in managing the country’s road network and related funding.

A. Zimbabwe National Roads Administration chosen
The Zimbabwe National Roads Administration is the government agency responsible for managing, maintaining, and developing Zimbabwe’s national road network and related infrastructure.
B. Zimbabwe road network
The Zimbabwe road network is the nationwide system of highways and secondary roads that connects cities, towns, and rural areas across Zimbabwe, supporting the country’s transport and economic activities.
C. High Court Act of Zimbabwe
The High Court Act of Zimbabwe is a key piece of legislation that establishes the structure, powers, and jurisdiction of Zimbabwe’s High Court within the national judicial system.
D. Rural District Councils Act of Zimbabwe
The Rural District Councils Act of Zimbabwe is a key piece of legislation that establishes and regulates the structure, powers, and functions of local government authorities in the country’s rural areas.
E. Banking Act of Zimbabwe
The Banking Act of Zimbabwe is the primary legislation governing the regulation, licensing, and supervision of banking institutions in Zimbabwe.
F. None of above.

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.