Triple
T2063868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ivan Kozhedub |
E45851
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
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.
|
E230860
|
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: Chuhuiv Military Aviation School of Pilots | Statement: [Ivan Kozhedub, education, Chuhuiv Military Aviation School of Pilots]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chuhuiv Military Aviation School of Pilots Context triple: [Ivan Kozhedub, education, Chuhuiv Military Aviation School of Pilots]
-
A.
Gagarin Air Force Academy
Gagarin Air Force Academy was a premier Soviet military aviation academy responsible for educating and training high-ranking Air Force officers and aerospace specialists.
-
B.
Academia de Guerra Aérea
The Academia de Guerra Aérea is the Chilean Air Force’s advanced war college responsible for higher military education, strategic studies, and professional development of its air officers.
-
C.
Frunze Military Academy
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
-
D.
Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
-
E.
Syrian Air Force Academy
The Syrian Air Force Academy is a military institution in Syria responsible for training and commissioning officers for the Syrian Arab Air Force.
- 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: Chuhuiv Military Aviation School of Pilots Triple: [Ivan Kozhedub, education, Chuhuiv Military Aviation School of Pilots]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chuhuiv Military Aviation School of Pilots Target entity description: 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.
-
A.
Gagarin Air Force Academy
Gagarin Air Force Academy was a premier Soviet military aviation academy responsible for educating and training high-ranking Air Force officers and aerospace specialists.
-
B.
Academia de Guerra Aérea
The Academia de Guerra Aérea is the Chilean Air Force’s advanced war college responsible for higher military education, strategic studies, and professional development of its air officers.
-
C.
Frunze Military Academy
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
-
D.
Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
-
E.
Syrian Air Force Academy
The Syrian Air Force Academy is a military institution in Syria responsible for training and commissioning officers for the Syrian Arab Air Force.
- 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_69a8891b38288190abd572ccad9b6928 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9d3a92081909416c1d087876e99 |
completed | March 7, 2026, 5:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae271fa66081908be6c685b9bd8aa4 |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae28b4f0548190926ac694fbade405 |
completed | March 9, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae292a9d7481909acbc3a5f24ff0b9 |
completed | March 9, 2026, 1:58 a.m. |
Created at: March 4, 2026, 7:40 p.m.