Triple

T1956592

Position	Surface form	Disambiguated ID	Type / Status
Subject	Saudi Vision 2030	`E42282`	entity
Predicate	implementedBy	`P172`	FINISHED
Object	Ministry of Economy and Planning of Saudi Arabia The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.	`E218500`	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 Economy and Planning of Saudi Arabia | Statement: [Saudi Vision 2030, implementedBy, Ministry of Economy and Planning of Saudi Arabia]

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

Target entity: Ministry of Economy and Planning of Saudi Arabia
Context triple: [Saudi Vision 2030, implementedBy, Ministry of Economy and Planning of Saudi Arabia]

A. Government of Saudi Arabia
The Government of Saudi Arabia is the absolute monarchy that administers and oversees the Kingdom of Saudi Arabia, led by the Saudi royal family and centered on the authority of the king.
B. Ministry of Defense of Saudi Arabia
The Ministry of Defense of Saudi Arabia is the government body responsible for overseeing the Kingdom’s armed forces, defense policy, and military operations.
C. Secretariat for the Economy
The Secretariat for the Economy is a Vatican department responsible for overseeing and coordinating the Holy See’s economic and administrative affairs.
D. Ministry of Planning of Egypt
The Ministry of Planning of Egypt is a government body responsible for formulating and overseeing the country’s economic and social development strategies and long-term national plans.
E. Saudi Central Bank
The Saudi Central Bank is the Kingdom of Saudi Arabia’s monetary authority, responsible for issuing currency, regulating the banking sector, and maintaining financial stability.
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 Economy and Planning of Saudi Arabia
Triple: [Saudi Vision 2030, implementedBy, Ministry of Economy and Planning of Saudi Arabia]

Generated description

The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.

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

Target entity: Ministry of Economy and Planning of Saudi Arabia
Target entity description: The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.

A. Government of Saudi Arabia
The Government of Saudi Arabia is the absolute monarchy that administers and oversees the Kingdom of Saudi Arabia, led by the Saudi royal family and centered on the authority of the king.
B. Ministry of Defense of Saudi Arabia
The Ministry of Defense of Saudi Arabia is the government body responsible for overseeing the Kingdom’s armed forces, defense policy, and military operations.
C. Secretariat for the Economy
The Secretariat for the Economy is a Vatican department responsible for overseeing and coordinating the Holy See’s economic and administrative affairs.
D. Ministry of Planning of Egypt
The Ministry of Planning of Egypt is a government body responsible for formulating and overseeing the country’s economic and social development strategies and long-term national plans.
E. Saudi Central Bank
The Saudi Central Bank is the Kingdom of Saudi Arabia’s monetary authority, responsible for issuing currency, regulating the banking sector, and maintaining financial stability.
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_69a8870eea088190a38781990812a9bc`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb37b4a38819099f98be92be91ade`	completed	March 7, 2026, 5:11 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adfbca5a7081908f3fa8eaa8f5aa3d`	completed	March 8, 2026, 10:44 p.m.
NEDg	Description generation	`batch_69adfc6bd8e08190a065a89ab3412126`	completed	March 8, 2026, 10:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69adfcee414c8190b1a0574f6bd55602`	completed	March 8, 2026, 10:49 p.m.

Created at: March 4, 2026, 7:36 p.m.