Triple
T3470231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sergei Akhromeyev |
E73238
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Frunze Military Academy |
E42095
|
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: Frunze Military Academy | Statement: [Sergei Akhromeyev, educatedAt, Frunze Military Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frunze Military Academy Context triple: [Sergei Akhromeyev, educatedAt, Frunze Military Academy]
-
A.
Frunze Military Academy
chosen
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
-
B.
Imperial Nicholas Military Academy
The Imperial Nicholas Military Academy was a prestigious officer training institution of the Russian Empire that educated many future high-ranking military leaders.
-
C.
Voroshilov General Staff Academy
The Voroshilov General Staff Academy was the Soviet Union’s premier higher military education institution, responsible for preparing senior officers for high-level command and staff positions.
-
D.
Dzerzhinsky Artillery Academy
Dzerzhinsky Artillery Academy was a premier Soviet military higher-education institution specializing in the advanced training of artillery and missile officers.
-
E.
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.
- 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_69ad85b2fed48190948c8765e453d270 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb392f6481908b6ad0457b8cf421 |
completed | March 8, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3680dd2c48190a06c5c320a06a71a |
completed | March 13, 2026, 1:27 a.m. |
Created at: March 8, 2026, 3:17 p.m.