Triple
T7086427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Insurgency in the Republic of Macedonia |
E165086
|
entity |
| Predicate | opponent |
P437
|
FINISHED |
| Object | Army of the Republic of Macedonia |
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: Army of the Republic of Macedonia | Statement: [Insurgency in the Republic of Macedonia, opponent, Army of the Republic of Macedonia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army of the Republic of Macedonia Context triple: [Insurgency in the Republic of Macedonia, opponent, Army of the Republic of Macedonia]
-
A.
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.
-
B.
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.
-
C.
Royal Yugoslav Army
The Royal Yugoslav Army was the land warfare branch of the Kingdom of Yugoslavia’s armed forces, active until its rapid defeat and disbandment during the Axis invasion in World War II.
-
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.
Serbian Army
The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
- 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_69c6887d98408190912b9580666b0c1d |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e512bda88190920ecb54b177e569 |
completed | March 27, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79484a644819091fac0e361f77c91 |
completed | March 28, 2026, 8:42 a.m. |
Created at: March 27, 2026, 2:41 p.m.