Triple
T12512523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rumen Radev |
E299114
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Georgi Benkovski Bulgarian Air Force Academy |
E460751
|
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: Georgi Benkovski Bulgarian Air Force Academy | Statement: [Rumen Radev, educatedAt, Georgi Benkovski Bulgarian Air Force Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgi Benkovski Bulgarian Air Force Academy Context triple: [Rumen Radev, educatedAt, Georgi Benkovski Bulgarian Air Force Academy]
-
A.
National Military University "Vasil Levski"
chosen
National Military University "Vasil Levski" is Bulgaria’s leading military higher education institution, training officers and defense specialists for the Bulgarian Armed Forces.
-
B.
Bulgarian Air Force
The Bulgarian Air Force is the aerial warfare branch of Bulgaria’s armed forces, responsible for defending the country’s airspace and providing air support to its military operations.
-
C.
Bulgarian Ministry of Defence
The Bulgarian Ministry of Defence is the government body responsible for formulating and implementing Bulgaria’s national defense policy and overseeing its armed forces.
-
D.
Chuhuiv Military Aviation School of Pilots
The Chuhuiv Military Aviation School of Pilots was a Soviet military flight training institution in Ukraine known for producing distinguished fighter pilots such as Ivan Kozhedub.
-
E.
Borisoglebsk Higher Military Aviation School
Borisoglebsk Higher Military Aviation School is a Soviet-era military aviation academy in Russia known for training fighter and attack aircraft pilots, including several prominent military and political figures.
- 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541d6e508190a4992f328e077467 |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbba5fc819082a4171a5a77183a |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:57 p.m.