Triple

T14418080

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kuwait national development plan	`E357507`	entity
Predicate	coordinatedBy	`P86`	FINISHED
Object	Kuwait Ministry of Planning The Kuwait Ministry of Planning is a government body responsible for formulating and overseeing the country’s long-term economic and social development strategies.	`E1098652`	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: Kuwait Ministry of Planning | Statement: [Kuwait national development plan, coordinatedBy, Kuwait Ministry of Planning]

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

Target entity: Kuwait Ministry of Planning
Context triple: [Kuwait national development plan, coordinatedBy, Kuwait Ministry of Planning]

A. Ministry of Communications of Kuwait
The Ministry of Communications of Kuwait is the government body responsible for overseeing the country’s telecommunications, postal services, and related infrastructure.
B. Ministry of Public Works (Kuwait)
The Ministry of Public Works (Kuwait) is a government ministry responsible for planning, constructing, and maintaining the country’s public infrastructure and facilities, including roads, public buildings, and related utilities.
C. Kuwait national development plan
The Kuwait national development plan is a long-term government strategy aimed at transforming Kuwait into a regional financial, commercial, and logistical hub through large-scale infrastructure, economic diversification, and social development projects.
D. Government of Kuwait
The Government of Kuwait is the sovereign authority of the State of Kuwait, overseeing its political administration, economic policy, and public institutions under a constitutional emirate system.
E. Council of Ministers of Kuwait
The Council of Ministers of Kuwait is the country’s executive cabinet, headed by the Prime Minister and responsible for implementing laws, directing government policy, and managing state affairs.
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: Kuwait Ministry of Planning
Triple: [Kuwait national development plan, coordinatedBy, Kuwait Ministry of Planning]

Generated description

The Kuwait Ministry of Planning is a government body responsible for formulating and overseeing the country’s long-term economic and social development strategies.

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

Target entity: Kuwait Ministry of Planning
Target entity description: The Kuwait Ministry of Planning is a government body responsible for formulating and overseeing the country’s long-term economic and social development strategies.

A. Ministry of Communications of Kuwait
The Ministry of Communications of Kuwait is the government body responsible for overseeing the country’s telecommunications, postal services, and related infrastructure.
B. Ministry of Public Works (Kuwait)
The Ministry of Public Works (Kuwait) is a government ministry responsible for planning, constructing, and maintaining the country’s public infrastructure and facilities, including roads, public buildings, and related utilities.
C. Kuwait national development plan
The Kuwait national development plan is a long-term government strategy aimed at transforming Kuwait into a regional financial, commercial, and logistical hub through large-scale infrastructure, economic diversification, and social development projects.
D. Government of Kuwait
The Government of Kuwait is the sovereign authority of the State of Kuwait, overseeing its political administration, economic policy, and public institutions under a constitutional emirate system.
E. Council of Ministers of Kuwait
The Council of Ministers of Kuwait is the country’s executive cabinet, headed by the Prime Minister and responsible for implementing laws, directing government policy, and managing state affairs.
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_69d82793421c8190861eb0e673b085de`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de90cec8e4819087c72d82f9caacda`	completed	April 14, 2026, 7:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd5bc961c48190b67dceb2f07977fd`	completed	May 8, 2026, 3:43 a.m.
NEDg	Description generation	`batch_69fd5d078b8081908810acb77be74b2b`	completed	May 8, 2026, 3:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd5d7e07a08190be5154674f7478fb`	completed	May 8, 2026, 3:50 a.m.

Created at: April 10, 2026, 1:17 a.m.