Triple

T14418079

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kuwait national development plan	`E357507`	entity
Predicate	coordinatedBy	`P86`	FINISHED
Object	Kuwait Ministry of Finance The Kuwait Ministry of Finance is the government body responsible for managing the country’s public finances, fiscal policy, and economic planning.	`E1098651`	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 Finance | Statement: [Kuwait national development plan, coordinatedBy, Kuwait Ministry of Finance]

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

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

A. Ministry of Finance of Saudi Arabia
The Ministry of Finance of Saudi Arabia is the government body responsible for managing the kingdom’s public finances, fiscal policy, and economic planning, including key initiatives to modernize and develop the financial sector.
B. Kuwait Investment Office
The Kuwait Investment Office is the London-based investment arm of the Kuwait Investment Authority, responsible for managing and investing a significant portion of Kuwait’s sovereign wealth abroad.
C. Ministry of Finance of Iraq
The Ministry of Finance of Iraq is the national government body responsible for managing the country’s public finances, including budgeting, fiscal policy, and state revenue and expenditure.
D. Central Bank of Kuwait
The Central Bank of Kuwait is the country’s monetary authority responsible for issuing the national currency, regulating the banking sector, and formulating monetary policy.
E. Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
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 Finance
Triple: [Kuwait national development plan, coordinatedBy, Kuwait Ministry of Finance]

Generated description

The Kuwait Ministry of Finance is the government body responsible for managing the country’s public finances, fiscal policy, and economic planning.

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

Target entity: Kuwait Ministry of Finance
Target entity description: The Kuwait Ministry of Finance is the government body responsible for managing the country’s public finances, fiscal policy, and economic planning.

A. Ministry of Finance of Saudi Arabia
The Ministry of Finance of Saudi Arabia is the government body responsible for managing the kingdom’s public finances, fiscal policy, and economic planning, including key initiatives to modernize and develop the financial sector.
B. Kuwait Investment Office
The Kuwait Investment Office is the London-based investment arm of the Kuwait Investment Authority, responsible for managing and investing a significant portion of Kuwait’s sovereign wealth abroad.
C. Ministry of Finance of Iraq
The Ministry of Finance of Iraq is the national government body responsible for managing the country’s public finances, including budgeting, fiscal policy, and state revenue and expenditure.
D. Central Bank of Kuwait
The Central Bank of Kuwait is the country’s monetary authority responsible for issuing the national currency, regulating the banking sector, and formulating monetary policy.
E. Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
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.