Triple

T16492055
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of North Macedonia E400590 entity
Predicate hasBranch P35 FINISHED
Object Special Operations Regiment of North Macedonia
The Special Operations Regiment of North Macedonia is an elite military formation responsible for conducting specialized, high-risk missions such as reconnaissance, counterterrorism, and unconventional warfare within the country’s armed forces.
E1216634 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: Special Operations Regiment of North Macedonia | Statement: [Armed Forces of North Macedonia, hasBranch, Special Operations Regiment of North Macedonia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Operations Regiment of North Macedonia
Context triple: [Armed Forces of North Macedonia, hasBranch, Special Operations Regiment of North Macedonia]
  • A. Armed Forces of North Macedonia
    The Armed Forces of North Macedonia are the national military of North Macedonia, responsible for the country’s defense and participation in international peacekeeping operations.
  • B. Montenegrin Army
    The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
  • C. Kosovo Protection Corps
    The Kosovo Protection Corps was a civilian emergency response and civil defense organization in post-war Kosovo, formed largely from former Kosovo Liberation Army members under international supervision.
  • D. Kosovo Security Force
    The Kosovo Security Force is a lightly armed, NATO-trained professional force responsible for crisis response, civil protection, and security duties in Kosovo.
  • E. Armed Forces of Montenegro
    The Armed Forces of Montenegro are the small professional military of the Balkan state of Montenegro, responsible for national defense and participation in international peacekeeping missions, and operating within NATO as a member country.
  • 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: Special Operations Regiment of North Macedonia
Triple: [Armed Forces of North Macedonia, hasBranch, Special Operations Regiment of North Macedonia]
Generated description
The Special Operations Regiment of North Macedonia is an elite military formation responsible for conducting specialized, high-risk missions such as reconnaissance, counterterrorism, and unconventional warfare within the country’s armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Operations Regiment of North Macedonia
Target entity description: The Special Operations Regiment of North Macedonia is an elite military formation responsible for conducting specialized, high-risk missions such as reconnaissance, counterterrorism, and unconventional warfare within the country’s armed forces.
  • A. Armed Forces of North Macedonia
    The Armed Forces of North Macedonia are the national military of North Macedonia, responsible for the country’s defense and participation in international peacekeeping operations.
  • B. Montenegrin Army
    The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
  • C. Kosovo Protection Corps
    The Kosovo Protection Corps was a civilian emergency response and civil defense organization in post-war Kosovo, formed largely from former Kosovo Liberation Army members under international supervision.
  • D. Kosovo Security Force
    The Kosovo Security Force is a lightly armed, NATO-trained professional force responsible for crisis response, civil protection, and security duties in Kosovo.
  • E. Armed Forces of Montenegro
    The Armed Forces of Montenegro are the small professional military of the Balkan state of Montenegro, responsible for national defense and participation in international peacekeeping missions, and operating within NATO as a member country.
  • 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_69e32e300a248190a3d4ca96a0a176cf 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.