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.