Triple

T22605437

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cultural Heritage of North Macedonia	`E566542`	entity
Predicate	isManagedBy	`P86`	FINISHED
Object	Cultural Heritage Protection Office of North Macedonia The Cultural Heritage Protection Office of North Macedonia is a government body responsible for identifying, preserving, and managing the country’s cultural and historical heritage.	`E1546513`	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: Cultural Heritage Protection Office of North Macedonia | Statement: [Cultural Heritage of North Macedonia, isManagedBy, Cultural Heritage Protection Office of North Macedonia]

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

Target entity: Cultural Heritage Protection Office of North Macedonia
Context triple: [Cultural Heritage of North Macedonia, isManagedBy, Cultural Heritage Protection Office of North Macedonia]

A. Cultural Heritage of North Macedonia
Cultural Heritage of North Macedonia is the officially recognized collection of historically, culturally, and architecturally significant sites, monuments, and traditions that reflect the country’s diverse past and national identity.
B. Monument of Culture of Exceptional Importance (North Macedonia)
Monument of Culture of Exceptional Importance (North Macedonia) is a top-tier national heritage status granted by North Macedonia to protect and preserve sites of outstanding historical, cultural, and artistic significance.
C. Archaeological Museum of North Macedonia
The Archaeological Museum of North Macedonia is a national institution in Skopje that houses and exhibits artifacts spanning the region’s prehistoric, ancient, and medieval past.
D. 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.
E. Institute for the Protection of Cultural Monuments Niš
The Institute for the Protection of Cultural Monuments Niš is a Serbian regional institution responsible for the research, preservation, and restoration of cultural and historical heritage sites in and around the city of Niš.
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: Cultural Heritage Protection Office of North Macedonia
Triple: [Cultural Heritage of North Macedonia, isManagedBy, Cultural Heritage Protection Office of North Macedonia]

Generated description

The Cultural Heritage Protection Office of North Macedonia is a government body responsible for identifying, preserving, and managing the country’s cultural and historical heritage.

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

Target entity: Cultural Heritage Protection Office of North Macedonia
Target entity description: The Cultural Heritage Protection Office of North Macedonia is a government body responsible for identifying, preserving, and managing the country’s cultural and historical heritage.

A. Cultural Heritage of North Macedonia
Cultural Heritage of North Macedonia is the officially recognized collection of historically, culturally, and architecturally significant sites, monuments, and traditions that reflect the country’s diverse past and national identity.
B. Monument of Culture of Exceptional Importance (North Macedonia)
Monument of Culture of Exceptional Importance (North Macedonia) is a top-tier national heritage status granted by North Macedonia to protect and preserve sites of outstanding historical, cultural, and artistic significance.
C. Archaeological Museum of North Macedonia
The Archaeological Museum of North Macedonia is a national institution in Skopje that houses and exhibits artifacts spanning the region’s prehistoric, ancient, and medieval past.
D. 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.
E. Institute for the Protection of Cultural Monuments Niš
The Institute for the Protection of Cultural Monuments Niš is a Serbian regional institution responsible for the research, preservation, and restoration of cultural and historical heritage sites in and around the city of Niš.
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_69e245884860819081046ce07d5872c4`	completed	April 17, 2026, 2:36 p.m.
NER	Named-entity recognition	`batch_69f162709d808190af83837104a190f9`	completed	April 29, 2026, 1:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b4df72f2c819095311b64d5c9a400`	completed	May 18, 2026, 5:35 p.m.
NEDg	Description generation	`batch_6a0b51e5b7a0819098f9b93051c27ca2`	completed	May 18, 2026, 5:52 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b529631048190ae49bb7ca38d669e`	completed	May 18, 2026, 5:55 p.m.

Created at: April 17, 2026, 2:53 p.m.