Triple

T18077855

Position	Surface form	Disambiguated ID	Type / Status
Subject	river Sateska	`E432603`	entity
Predicate	isMonitoredBy	`P1165`	FINISHED
Object	environmental authorities of North Macedonia The environmental authorities of North Macedonia are the national governmental bodies responsible for monitoring, regulating, and protecting the country’s natural environment, including its rivers, air, and ecosystems.	`E1303476`	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: environmental authorities of North Macedonia | Statement: [river Sateska, isMonitoredBy, environmental authorities of North Macedonia]

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

Target entity: environmental authorities of North Macedonia
Context triple: [river Sateska, isMonitoredBy, environmental authorities of North Macedonia]

A. 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.
B. Ministry of Environment and Water of Bulgaria
The Ministry of Environment and Water of Bulgaria is the national governmental authority responsible for environmental protection, water management, and the oversight of Bulgaria’s protected natural areas.
C. 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.
D. 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.
E. 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.
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: environmental authorities of North Macedonia
Triple: [river Sateska, isMonitoredBy, environmental authorities of North Macedonia]

Generated description

The environmental authorities of North Macedonia are the national governmental bodies responsible for monitoring, regulating, and protecting the country’s natural environment, including its rivers, air, and ecosystems.

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

Target entity: environmental authorities of North Macedonia
Target entity description: The environmental authorities of North Macedonia are the national governmental bodies responsible for monitoring, regulating, and protecting the country’s natural environment, including its rivers, air, and ecosystems.

A. 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.
B. Ministry of Environment and Water of Bulgaria
The Ministry of Environment and Water of Bulgaria is the national governmental authority responsible for environmental protection, water management, and the oversight of Bulgaria’s protected natural areas.
C. 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.
D. 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.
E. 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.
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_69d8b9070cac81909fa9473fb1c3f1c7`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4d9f6a85481909894c39c8be98d5d`	completed	April 19, 2026, 1:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a03567c2ad4819093ae01a4faff71a4`	completed	May 12, 2026, 4:34 p.m.
NEDg	Description generation	`batch_6a035755e4008190ac7bb3a958ff3776`	completed	May 12, 2026, 4:37 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0357ce74088190a6a343cb0c76dce4`	completed	May 12, 2026, 4:39 p.m.

Created at: April 10, 2026, 10:26 a.m.