Triple

T11180478
Position Surface form Disambiguated ID Type / Status
Subject Yugoslav tricolour E264524 entity
Predicate usedBy P260 FINISHED
Object Socialist Republic of Macedonia
The Socialist Republic of Macedonia was a constituent socialist republic within the former Socialist Federal Republic of Yugoslavia, existing from 1944 until the country's independence in the early 1990s.
 E918519 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: Socialist Republic of Macedonia | Statement: [Yugoslav tricolour, usedBy, Socialist Republic of Macedonia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Socialist Republic of Macedonia
Context triple: [Yugoslav tricolour, usedBy, Socialist Republic of Macedonia]
  • A. North Macedonia
    North Macedonia is a landlocked Balkan country in Southeast Europe known for its mountainous landscapes, rich cultural heritage, and recent integration into Euro-Atlantic institutions.
  • B. People's Socialist Republic of Albania
    The People's Socialist Republic of Albania was a communist state that existed from 1946 to 1991, characterized by a one-party Marxist–Leninist regime, strict isolationism, and centralized control over political, economic, and cultural life.
  • C. Socialist Republic of Montenegro
    The Socialist Republic of Montenegro was a constituent socialist republic within socialist Yugoslavia, existing from World War II until the country's dissolution in the early 1990s.
  • D. Socialist Republic of Serbia
    The Socialist Republic of Serbia was a constituent socialist republic within the former Socialist Federal Republic of Yugoslavia, encompassing most of present-day Serbia and functioning as one of its key political and administrative units.
  • E. Serbia and Bulgaria
    Serbia and Bulgaria are neighboring Balkan countries in Southeast Europe whose modern boundary was shaped by early 20th-century conflicts and diplomatic agreements.
  • 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: Socialist Republic of Macedonia
Triple: [Yugoslav tricolour, usedBy, Socialist Republic of Macedonia]
Generated description
The Socialist Republic of Macedonia was a constituent socialist republic within the former Socialist Federal Republic of Yugoslavia, existing from 1944 until the country's independence in the early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Socialist Republic of Macedonia
Target entity description: The Socialist Republic of Macedonia was a constituent socialist republic within the former Socialist Federal Republic of Yugoslavia, existing from 1944 until the country's independence in the early 1990s.
  • A. North Macedonia
    North Macedonia is a landlocked Balkan country in Southeast Europe known for its mountainous landscapes, rich cultural heritage, and recent integration into Euro-Atlantic institutions.
  • B. People's Socialist Republic of Albania
    The People's Socialist Republic of Albania was a communist state that existed from 1946 to 1991, characterized by a one-party Marxist–Leninist regime, strict isolationism, and centralized control over political, economic, and cultural life.
  • C. Socialist Republic of Montenegro
    The Socialist Republic of Montenegro was a constituent socialist republic within socialist Yugoslavia, existing from World War II until the country's dissolution in the early 1990s.
  • D. Socialist Republic of Serbia
    The Socialist Republic of Serbia was a constituent socialist republic within the former Socialist Federal Republic of Yugoslavia, encompassing most of present-day Serbia and functioning as one of its key political and administrative units.
  • E. Serbia and Bulgaria
    Serbia and Bulgaria are neighboring Balkan countries in Southeast Europe whose modern boundary was shaped by early 20th-century conflicts and diplomatic agreements.
  • 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8a7f35481909f35feb94ef10e80 completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5255f7730819087dc4b10565e321d completed April 19, 2026, 6:56 p.m.
NEDg Description generation batch_69e52a78951c8190923711067cf4e7e5 completed April 19, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69e5319b6ef0819096debabfb6ffbe70 completed April 19, 2026, 7:48 p.m.
Created at: April 8, 2026, 9:29 p.m.