Triple

T874680

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal Ministry for Economic Affairs and Climate Action	`E18889`	entity
Predicate	typeOf	`P4224`	FINISHED
Object	economic affairs ministry An economic affairs ministry is a government department responsible for shaping and implementing a country’s economic policy, including industry, trade, and market regulation.	`E103955`	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: economic affairs ministry | Statement: [Federal Ministry for Economic Affairs and Climate Action, typeOf, economic affairs ministry]

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

Target entity: economic affairs ministry
Context triple: [Federal Ministry for Economic Affairs and Climate Action, typeOf, economic affairs ministry]

A. 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.
B. Directorate-General for Economic and Financial Affairs
The Directorate-General for Economic and Financial Affairs is the European Commission department responsible for EU economic policy, fiscal surveillance, and financial stability.
C. Italian Ministry of Economy and Finance
The Italian Ministry of Economy and Finance is a key government department responsible for managing Italy’s economic policy, public finances, and state holdings in major companies.
D. Ministry of Finance of Egypt
The Ministry of Finance of Egypt is the cabinet-level government body responsible for formulating and implementing the country’s fiscal policy, managing public finances, and overseeing state revenues and expenditures.
E. 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.
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: economic affairs ministry
Triple: [Federal Ministry for Economic Affairs and Climate Action, typeOf, economic affairs ministry]

Generated description

An economic affairs ministry is a government department responsible for shaping and implementing a country’s economic policy, including industry, trade, and market regulation.

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

Target entity: economic affairs ministry
Target entity description: An economic affairs ministry is a government department responsible for shaping and implementing a country’s economic policy, including industry, trade, and market regulation.

A. 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.
B. Directorate-General for Economic and Financial Affairs
The Directorate-General for Economic and Financial Affairs is the European Commission department responsible for EU economic policy, fiscal surveillance, and financial stability.
C. Italian Ministry of Economy and Finance
The Italian Ministry of Economy and Finance is a key government department responsible for managing Italy’s economic policy, public finances, and state holdings in major companies.
D. Ministry of Finance of Egypt
The Ministry of Finance of Egypt is the cabinet-level government body responsible for formulating and implementing the country’s fiscal policy, managing public finances, and overseeing state revenues and expenditures.
E. 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.
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_69a4938db1f081909bcd1ad2713b6096`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4ac992d8c819088800f5a713fa7a4`	completed	March 1, 2026, 9:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a7b8520a008190a15bdb93e8ce2438`	completed	March 4, 2026, 4:42 a.m.
NEDg	Description generation	`batch_69a7b9774df881908fbd4d1b54442cdc`	completed	March 4, 2026, 4:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69a7ba46a2ec8190892404cb1f259cf0`	completed	March 4, 2026, 4:51 a.m.

Created at: March 1, 2026, 7:39 p.m.