Triple
T858861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Bocheng |
E18554
|
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: [Liu Bocheng, educatedAt, Frunze Military Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frunze Military Academy Context triple: [Liu Bocheng, 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.
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.
-
C.
Dzerzhinsky Artillery Academy
Dzerzhinsky Artillery Academy was a premier Soviet military higher-education institution specializing in the advanced training of artillery and missile officers.
-
D.
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.
-
E.
Taurida Academy
Taurida Academy is a higher education institution located in Simferopol, Crimea, known for its role in regional academic and scientific education.
- 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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac50e5ec81908ac0c4b7123b4ebb |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3c3d2fc8190b9f76d31528feeb6 |
completed | March 4, 2026, 3:15 a.m. |
Created at: March 1, 2026, 7:39 p.m.