Triple

T21450458
Position Surface form Disambiguated ID Type / Status
Subject Gennady Troshev E529192 entity
Predicate educatedAt P5 FINISHED
Object Kazakh Higher Combined Arms Command School — NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Kazakh Higher Combined Arms Command School | Statement: [Gennady Troshev, educatedAt, Kazakh Higher Combined Arms Command School]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kazakh Higher Combined Arms Command School
Context triple: [Gennady Troshev, educatedAt, Kazakh Higher Combined Arms Command School]
  • A. Tashkent Higher Combined Arms Command School
    Tashkent Higher Combined Arms Command School is a premier Uzbek military academy that trains officers in combined arms tactics and leadership for service in the country’s armed forces.
  • B. Military Institute of Land Forces of Kazakhstan
    The Military Institute of Land Forces of Kazakhstan is a higher military educational institution responsible for training and commissioning officers for the Kazakh Army’s ground forces.
  • C. National Defence University of Kazakhstan
    The National Defence University of Kazakhstan is the country’s premier military higher education institution, responsible for training and educating officers and defense specialists for the Kazakh armed forces.
  • D. Malinovsky Armored Forces Academy
    Malinovsky Armored Forces Academy was a premier Soviet higher military educational institution specializing in the training of officers and commanders for armored and mechanized forces.
  • E. Chirchik Higher Tank Command and Engineering School
    The Chirchik Higher Tank Command and Engineering School is a military academy in Uzbekistan specializing in the training of armoured forces officers and military engineers.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kazakh Higher Combined Arms Command School
Target entity description: The Kazakh Higher Combined Arms Command School is a military academy in Kazakhstan that trains officers in combined arms tactics and command for service in the armed forces.
  • A. Tashkent Higher Combined Arms Command School
    Tashkent Higher Combined Arms Command School is a premier Uzbek military academy that trains officers in combined arms tactics and leadership for service in the country’s armed forces.
  • B. Military Institute of Land Forces of Kazakhstan chosen
    The Military Institute of Land Forces of Kazakhstan is a higher military educational institution responsible for training and commissioning officers for the Kazakh Army’s ground forces.
  • C. National Defence University of Kazakhstan
    The National Defence University of Kazakhstan is the country’s premier military higher education institution, responsible for training and educating officers and defense specialists for the Kazakh armed forces.
  • D. Malinovsky Armored Forces Academy
    Malinovsky Armored Forces Academy was a premier Soviet higher military educational institution specializing in the training of officers and commanders for armored and mechanized forces.
  • E. Chirchik Higher Tank Command and Engineering School
    The Chirchik Higher Tank Command and Engineering School is a military academy in Uzbekistan specializing in the training of armoured forces officers and military engineers.
  • F. None of above.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69e0c457579481909db68053ed99750c elicitation completed
NER batch_69e9e9d281c0819080c3f8a58947a115 ner completed
Created at: April 16, 2026, 6:06 p.m.