Triple
T16492056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of North Macedonia |
E400590
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Logistics Support Brigade of North Macedonia
The Logistics Support Brigade of North Macedonia is a military formation responsible for providing logistical, supply, transport, and maintenance support to the Armed Forces of North Macedonia.
|
E1216635
|
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: Logistics Support Brigade of North Macedonia | Statement: [Armed Forces of North Macedonia, hasBranch, Logistics Support Brigade of North Macedonia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Logistics Support Brigade of North Macedonia Context triple: [Armed Forces of North Macedonia, hasBranch, Logistics Support Brigade 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.
Logistics Brigades
Logistics Brigades are specialized support units within the Ecuadorian Army responsible for supplying, transporting, and maintaining the resources and equipment needed for military operations.
-
C.
Macedonian Air Force
The Macedonian Air Force is the air warfare branch of North Macedonia’s armed forces, responsible for the country’s aerial defense, transport, and support operations.
-
D.
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.
-
E.
Kosovo Force
The Kosovo Force (KFOR) is a NATO-led international peacekeeping mission established in 1999 to provide security and stability in Kosovo following the Kosovo War.
- 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: Logistics Support Brigade of North Macedonia Triple: [Armed Forces of North Macedonia, hasBranch, Logistics Support Brigade of North Macedonia]
Generated description
The Logistics Support Brigade of North Macedonia is a military formation responsible for providing logistical, supply, transport, and maintenance support to the Armed Forces of North Macedonia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Logistics Support Brigade of North Macedonia Target entity description: The Logistics Support Brigade of North Macedonia is a military formation responsible for providing logistical, supply, transport, and maintenance support to the Armed Forces 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.
Logistics Brigades
Logistics Brigades are specialized support units within the Ecuadorian Army responsible for supplying, transporting, and maintaining the resources and equipment needed for military operations.
-
C.
Macedonian Air Force
The Macedonian Air Force is the air warfare branch of North Macedonia’s armed forces, responsible for the country’s aerial defense, transport, and support operations.
-
D.
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.
-
E.
Kosovo Force
The Kosovo Force (KFOR) is a NATO-led international peacekeeping mission established in 1999 to provide security and stability in Kosovo following the Kosovo War.
- 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.