Triple
T16492053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of North Macedonia |
E400590
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Army of North Macedonia Land Forces
The Army of North Macedonia Land Forces is the ground warfare branch of North Macedonia’s military, responsible for land-based defense and combat operations.
|
E400590
|
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: Army of North Macedonia Land Forces | Statement: [Armed Forces of North Macedonia, hasBranch, Army of North Macedonia Land Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army of North Macedonia Land Forces Context triple: [Armed Forces of North Macedonia, hasBranch, Army of North Macedonia Land 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.
Macedonian army
The Macedonian army was the formidable military force led by Alexander the Great that conquered a vast empire stretching from Greece through Persia to parts of India in the 4th century BCE.
-
C.
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.
-
D.
Ministry of Defence of North Macedonia
The Ministry of Defence of North Macedonia is the government body responsible for formulating and implementing the country’s defense policy, overseeing the armed forces, and ensuring national security.
-
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: Army of North Macedonia Land Forces Triple: [Armed Forces of North Macedonia, hasBranch, Army of North Macedonia Land Forces]
Generated description
The Army of North Macedonia Land Forces is the ground warfare branch of North Macedonia’s military, responsible for land-based defense and combat operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Army of North Macedonia Land Forces Target entity description: The Army of North Macedonia Land Forces is the ground warfare branch of North Macedonia’s military, responsible for land-based defense and combat operations.
-
A.
Armed Forces of North Macedonia
chosen
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.
Macedonian army
The Macedonian army was the formidable military force led by Alexander the Great that conquered a vast empire stretching from Greece through Persia to parts of India in the 4th century BCE.
-
C.
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.
-
D.
Ministry of Defence of North Macedonia
The Ministry of Defence of North Macedonia is the government body responsible for formulating and implementing the country’s defense policy, overseeing the armed forces, and ensuring national security.
-
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.
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_6a0067a168c081908f630b45bf85d9f6 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a0068521c0c819093ddd51aa6f25995 |
completed | May 10, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0068ab40d08190b8998c8f97bd34a5 |
completed | May 10, 2026, 11:14 a.m. |
Created at: April 10, 2026, 5:13 a.m.