Triple
T4701397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joint Light Tactical Vehicle |
E104279
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | North Macedonian Armed Forces |
E400590
|
NE FINISHED |
How this triple was built (2 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: North Macedonian Armed Forces | Statement: [Joint Light Tactical Vehicle, usedBy, North Macedonian Armed Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Macedonian Armed Forces Context triple: [Joint Light Tactical Vehicle, usedBy, North Macedonian Armed Forces]
-
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.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43e9b88481908582103dcadff3d9 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63cd447081908120ee1691009982 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be1062fa8c81909263e6757ef7c2d5 |
completed | March 21, 2026, 3:28 a.m. |
Created at: March 20, 2026, 1:17 p.m.