Triple

T11177775

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Foreign Affairs of North Macedonia	`E264455`	entity
Predicate	coordinatesWith	`P1140`	FINISHED
Object	Ministry of Economy of North Macedonia The Ministry of Economy of North Macedonia is a government body responsible for shaping and implementing the country’s economic policy, including industry, trade, investment, and market regulation.	`E909926`	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 Economy of North Macedonia | Statement: [Ministry of Foreign Affairs of North Macedonia, coordinatesWith, Ministry of Economy of North Macedonia]

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

Target entity: Ministry of Economy of North Macedonia
Context triple: [Ministry of Foreign Affairs of North Macedonia, coordinatesWith, Ministry of Economy of North Macedonia]

A. Government of North Macedonia
The Government of North Macedonia is the central executive authority of the Republic of North Macedonia, responsible for implementing laws, directing domestic and foreign policy, and managing the country’s public administration.
B. Ministry of Foreign Affairs of North Macedonia
The Ministry of Foreign Affairs of North Macedonia is the government body responsible for managing the country’s international relations, diplomacy, and foreign policy.
C. Ministry of Interior of North Macedonia
The Ministry of Interior of North Macedonia is the government body responsible for internal affairs, including public security, policing, and border control within the country.
D. Ministry of Economy of Montenegro
The Ministry of Economy of Montenegro is a central government body responsible for shaping and implementing the country’s economic policy, including industry, investment, and sustainable development.
E. Ministry of Finance of Montenegro
The Ministry of Finance of Montenegro is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and fiscal policy.
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 Economy of North Macedonia
Triple: [Ministry of Foreign Affairs of North Macedonia, coordinatesWith, Ministry of Economy of North Macedonia]

Generated description

The Ministry of Economy of North Macedonia is a government body responsible for shaping and implementing the country’s economic policy, including industry, trade, investment, and market regulation.

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

Target entity: Ministry of Economy of North Macedonia
Target entity description: The Ministry of Economy of North Macedonia is a government body responsible for shaping and implementing the country’s economic policy, including industry, trade, investment, and market regulation.

A. Government of North Macedonia
The Government of North Macedonia is the central executive authority of the Republic of North Macedonia, responsible for implementing laws, directing domestic and foreign policy, and managing the country’s public administration.
B. Ministry of Foreign Affairs of North Macedonia
The Ministry of Foreign Affairs of North Macedonia is the government body responsible for managing the country’s international relations, diplomacy, and foreign policy.
C. Ministry of Interior of North Macedonia
The Ministry of Interior of North Macedonia is the government body responsible for internal affairs, including public security, policing, and border control within the country.
D. Ministry of Economy of Montenegro
The Ministry of Economy of Montenegro is a central government body responsible for shaping and implementing the country’s economic policy, including industry, investment, and sustainable development.
E. Ministry of Finance of Montenegro
The Ministry of Finance of Montenegro is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and fiscal policy.
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_69d6aa9dafac8190bd90d2c74f661aa7`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e899c6288190b39e090fa9cdc883`	completed	April 9, 2026, 5:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e4839eeaac8190826007ca126ed491`	completed	April 19, 2026, 7:26 a.m.
NEDg	Description generation	`batch_69e48715bd2081908774d325db2b6dd5`	completed	April 19, 2026, 7:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69e4886c0da881909105b3a45e786ce9`	completed	April 19, 2026, 7:46 a.m.

Created at: April 8, 2026, 9:29 p.m.