Triple

T3746709

Position	Surface form	Disambiguated ID	Type / Status
Subject	Italian Ministry of Economy and Finance	`E81226`	entity
Predicate	predecessor	`P97`	FINISHED
Object	Ministry of Budget and Economic Planning The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.	`E384497`	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 Budget and Economic Planning | Statement: [Italian Ministry of Economy and Finance, predecessor, Ministry of Budget and Economic Planning]

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

Target entity: Ministry of Budget and Economic Planning
Context triple: [Italian Ministry of Economy and Finance, predecessor, Ministry of Budget and Economic Planning]

A. 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.
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. Financial Secretary’s Office
The Financial Secretary’s Office is a key administrative body in Hong Kong responsible for supporting the Financial Secretary in formulating and overseeing the region’s economic, financial, and budgetary policies.
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 Budget and Economic Planning
Triple: [Italian Ministry of Economy and Finance, predecessor, Ministry of Budget and Economic Planning]

Generated description

The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.

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

Target entity: Ministry of Budget and Economic Planning
Target entity description: The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.

A. 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.
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. Financial Secretary’s Office
The Financial Secretary’s Office is a key administrative body in Hong Kong responsible for supporting the Financial Secretary in formulating and overseeing the region’s economic, financial, and budgetary policies.
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_69ad8b19b7b08190a6188804e99c53e9`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69adcb69887c8190a3f1188ec85727b0`	completed	March 8, 2026, 7:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4db2f5e9881908c10feafbb569f48`	completed	March 14, 2026, 3:51 a.m.
NEDg	Description generation	`batch_69b4df1cfd348190831cc472de055436`	completed	March 14, 2026, 4:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4df7b2da881908aef158d79c2834c`	completed	March 14, 2026, 4:09 a.m.

Created at: March 8, 2026, 3:35 p.m.