Triple
T22605436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cultural Heritage of North Macedonia |
E566542
|
entity |
| Predicate | isManagedBy |
P86
|
FINISHED |
| Object |
Ministry of Culture of North Macedonia
The Ministry of Culture of North Macedonia is the national governmental body responsible for shaping cultural policy, supporting the arts, and safeguarding the country’s cultural heritage.
|
E1546512
|
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 Culture of North Macedonia | Statement: [Cultural Heritage of North Macedonia, isManagedBy, Ministry of Culture of North Macedonia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Culture of North Macedonia Context triple: [Cultural Heritage of North Macedonia, isManagedBy, Ministry of Culture 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 Culture of Albania
The Ministry of Culture of Albania is the government body responsible for shaping and implementing national policies on culture, arts, heritage, and related institutions across Albania.
-
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 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.
-
E.
Ministry of Culture of Montenegro
The Ministry of Culture of Montenegro is the national governmental body responsible for shaping and implementing the country’s cultural policy, heritage protection, and support for the arts and creative sectors.
- 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 Culture of North Macedonia Triple: [Cultural Heritage of North Macedonia, isManagedBy, Ministry of Culture of North Macedonia]
Generated description
The Ministry of Culture of North Macedonia is the national governmental body responsible for shaping cultural policy, supporting the arts, and safeguarding the country’s cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Culture of North Macedonia Target entity description: The Ministry of Culture of North Macedonia is the national governmental body responsible for shaping cultural policy, supporting the arts, and safeguarding the country’s cultural heritage.
-
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 Culture of Albania
The Ministry of Culture of Albania is the government body responsible for shaping and implementing national policies on culture, arts, heritage, and related institutions across Albania.
-
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 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.
-
E.
Ministry of Culture of Montenegro
The Ministry of Culture of Montenegro is the national governmental body responsible for shaping and implementing the country’s cultural policy, heritage protection, and support for the arts and creative sectors.
- 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.