Triple

T3420771

Position	Surface form	Disambiguated ID	Type / Status
Subject	Macedonian	`E72109`	entity
Predicate	regulatedBy	`P86`	FINISHED
Object	Macedonian Academy of Sciences and Arts The Macedonian Academy of Sciences and Arts is the national highest scientific and artistic institution of North Macedonia, dedicated to advancing research, scholarship, and cultural development.	`E357652`	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: Macedonian Academy of Sciences and Arts | Statement: [Macedonian, regulatedBy, Macedonian Academy of Sciences and Arts]

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

Target entity: Macedonian Academy of Sciences and Arts
Context triple: [Macedonian, regulatedBy, Macedonian Academy of Sciences and Arts]

A. Serbian Academy of Sciences and Arts
The Serbian Academy of Sciences and Arts is Serbia’s leading national institution dedicated to advancing scientific research, scholarship, and the arts.
B. Sofia University "St. Kliment Ohridski"
Sofia University "St. Kliment Ohridski" is Bulgaria’s oldest and most prestigious higher education institution, renowned for its comprehensive academic programs and leading role in the country’s intellectual and cultural life.
C. Ss. Cyril and Methodius University of Skopje
Ss. Cyril and Methodius University of Skopje is the largest and oldest public university in North Macedonia, serving as a major center for higher education and research in the country.
D. Academy of Sciences and Arts of Kosovo
The Academy of Sciences and Arts of Kosovo is the highest scientific and artistic institution in Kosovo, dedicated to advancing research, scholarship, and cultural development in the country.
E. Bulgarian Academy of Sciences
The Bulgarian Academy of Sciences is Bulgaria’s leading national research institution, encompassing numerous institutes across the natural, social, and human sciences and playing a central role in the country’s scientific and scholarly development.
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: Macedonian Academy of Sciences and Arts
Triple: [Macedonian, regulatedBy, Macedonian Academy of Sciences and Arts]

Generated description

The Macedonian Academy of Sciences and Arts is the national highest scientific and artistic institution of North Macedonia, dedicated to advancing research, scholarship, and cultural development.

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

Target entity: Macedonian Academy of Sciences and Arts
Target entity description: The Macedonian Academy of Sciences and Arts is the national highest scientific and artistic institution of North Macedonia, dedicated to advancing research, scholarship, and cultural development.

A. Serbian Academy of Sciences and Arts
The Serbian Academy of Sciences and Arts is Serbia’s leading national institution dedicated to advancing scientific research, scholarship, and the arts.
B. Sofia University "St. Kliment Ohridski"
Sofia University "St. Kliment Ohridski" is Bulgaria’s oldest and most prestigious higher education institution, renowned for its comprehensive academic programs and leading role in the country’s intellectual and cultural life.
C. Ss. Cyril and Methodius University of Skopje
Ss. Cyril and Methodius University of Skopje is the largest and oldest public university in North Macedonia, serving as a major center for higher education and research in the country.
D. Academy of Sciences and Arts of Kosovo
The Academy of Sciences and Arts of Kosovo is the highest scientific and artistic institution in Kosovo, dedicated to advancing research, scholarship, and cultural development in the country.
E. Bulgarian Academy of Sciences
The Bulgarian Academy of Sciences is Bulgaria’s leading national research institution, encompassing numerous institutes across the natural, social, and human sciences and playing a central role in the country’s scientific and scholarly development.
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_69ad85ad38e48190b7660c5118a35289`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb94eb9e8819087a525df4550914b`	completed	March 8, 2026, 6 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b354701e908190a8a7f14ae578fa5d`	completed	March 13, 2026, 12:04 a.m.
NEDg	Description generation	`batch_69b358c7970881909b20126ba170495d`	completed	March 13, 2026, 12:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69b35930c3808190a3d9cbc69a26a1c1`	completed	March 13, 2026, 12:24 a.m.

Created at: March 8, 2026, 3:15 p.m.