Triple

T2755535

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal Ministries of Nigeria	`E61090`	entity
Predicate	includes	`P1393`	FINISHED
Object	Federal Ministry of Budget and Economic Planning The Federal Ministry of Budget and Economic Planning is a Nigerian government ministry responsible for national budget formulation, economic planning, and coordinating development policies and programs.	`E295747`	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: Federal Ministry of Budget and Economic Planning | Statement: [Federal Ministries of Nigeria, includes, Federal Ministry of Budget and Economic Planning]

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

Target entity: Federal Ministry of Budget and Economic Planning
Context triple: [Federal Ministries of Nigeria, includes, Federal Ministry of Budget and Economic Planning]

A. Federal Ministry of Finance
The Federal Ministry of Finance is the German federal government department responsible for national fiscal policy, budgeting, taxation, and financial market regulation.
B. Ministry of Finance
The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
C. Directorate-General for Budget
The Directorate-General for Budget is the European Commission department responsible for planning, managing, and overseeing the European Union’s budget.
D. 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.
E. Federal Ministry for Economic Affairs and Climate Action
The Federal Ministry for Economic Affairs and Climate Action is a German federal government ministry responsible for shaping national economic policy while driving the country’s energy transition and climate protection strategy.
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: Federal Ministry of Budget and Economic Planning
Triple: [Federal Ministries of Nigeria, includes, Federal Ministry of Budget and Economic Planning]

Generated description

The Federal Ministry of Budget and Economic Planning is a Nigerian government ministry responsible for national budget formulation, economic planning, and coordinating development policies and programs.

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

Target entity: Federal Ministry of Budget and Economic Planning
Target entity description: The Federal Ministry of Budget and Economic Planning is a Nigerian government ministry responsible for national budget formulation, economic planning, and coordinating development policies and programs.

A. Federal Ministry of Finance
The Federal Ministry of Finance is the German federal government department responsible for national fiscal policy, budgeting, taxation, and financial market regulation.
B. Ministry of Finance
The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
C. Directorate-General for Budget
The Directorate-General for Budget is the European Commission department responsible for planning, managing, and overseeing the European Union’s budget.
D. 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.
E. Federal Ministry for Economic Affairs and Climate Action
The Federal Ministry for Economic Affairs and Climate Action is a German federal government ministry responsible for shaping national economic policy while driving the country’s energy transition and climate protection strategy.
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_69ab4b7a85bc819094a349b84beb1f2c`	completed	March 6, 2026, 9:47 p.m.
NER	Named-entity recognition	`batch_69abdb718f4c8190bfc34c6597163ebc`	completed	March 7, 2026, 8:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afbbdd509c8190ac62aa6d50dea3a6`	completed	March 10, 2026, 6:36 a.m.
NEDg	Description generation	`batch_69afbce109f48190be1a31d9300dbee6`	completed	March 10, 2026, 6:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69afbda490ac8190bb12598e26b91677`	completed	March 10, 2026, 6:43 a.m.

Created at: March 6, 2026, 9:56 p.m.