Triple

T16492089

Position	Surface form	Disambiguated ID	Type / Status
Subject	Armed Forces of North Macedonia	`E400590`	entity
Predicate	legalBasis	`P125`	FINISHED
Object	Law on Defence of North Macedonia The Law on Defence of North Macedonia is the primary national legislation that regulates the organization, roles, and functioning of the country’s defence system and armed forces.	`E1216636`	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: Law on Defence of North Macedonia | Statement: [Armed Forces of North Macedonia, legalBasis, Law on Defence of North Macedonia]

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

Target entity: Law on Defence of North Macedonia
Context triple: [Armed Forces of North Macedonia, legalBasis, Law on Defence of North Macedonia]

A. Constitution of North Macedonia
The Constitution of North Macedonia is the supreme legal document that defines the country’s political system, institutions, and fundamental rights and freedoms of its citizens.
B. Ministry of Defence of North Macedonia
The Ministry of Defence of North Macedonia is the government body responsible for formulating and implementing the country’s defense policy, overseeing the armed forces, and ensuring national security.
C. Law on the Armed Forces of the Republic of Albania
The Law on the Armed Forces of the Republic of Albania is the primary legal framework that defines the organization, roles, and functioning of Albania’s military forces, including their structure, duties, and command.
D. Assembly of North Macedonia (under constitutional conditions)
The Assembly of North Macedonia (under constitutional conditions) is the country’s unicameral national legislature, whose mandate and continuity can be interrupted only in specific cases defined by the constitution, including dissolution by the president.
E. Law on Government of the Republic of Serbia
The Law on Government of the Republic of Serbia is a key constitutional statute that defines the organization, powers, and functioning of Serbia’s executive branch.
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: Law on Defence of North Macedonia
Triple: [Armed Forces of North Macedonia, legalBasis, Law on Defence of North Macedonia]

Generated description

The Law on Defence of North Macedonia is the primary national legislation that regulates the organization, roles, and functioning of the country’s defence system and armed forces.

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

Target entity: Law on Defence of North Macedonia
Target entity description: The Law on Defence of North Macedonia is the primary national legislation that regulates the organization, roles, and functioning of the country’s defence system and armed forces.

A. Constitution of North Macedonia
The Constitution of North Macedonia is the supreme legal document that defines the country’s political system, institutions, and fundamental rights and freedoms of its citizens.
B. Ministry of Defence of North Macedonia
The Ministry of Defence of North Macedonia is the government body responsible for formulating and implementing the country’s defense policy, overseeing the armed forces, and ensuring national security.
C. Law on the Armed Forces of the Republic of Albania
The Law on the Armed Forces of the Republic of Albania is the primary legal framework that defines the organization, roles, and functioning of Albania’s military forces, including their structure, duties, and command.
D. Assembly of North Macedonia (under constitutional conditions)
The Assembly of North Macedonia (under constitutional conditions) is the country’s unicameral national legislature, whose mandate and continuity can be interrupted only in specific cases defined by the constitution, including dissolution by the president.
E. Law on Government of the Republic of Serbia
The Law on Government of the Republic of Serbia is a key constitutional statute that defines the organization, powers, and functioning of Serbia’s executive branch.
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_69d883813098819084f5409539723b59`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e32e30cb648190a52cb32896c4ac5a`	completed	April 18, 2026, 7:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0058266b8c8190adc0974025553783`	completed	May 10, 2026, 10:04 a.m.
NEDg	Description generation	`batch_6a0058919c148190b0fae3d33e62377f`	completed	May 10, 2026, 10:06 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0059da52dc8190ad1a4ed4a659be26`	completed	May 10, 2026, 10:11 a.m.

Created at: April 10, 2026, 5:13 a.m.