Triple

T323779
Position Surface form Disambiguated ID Type / Status
Subject Soviet military officers E6469 entity
Predicate trainingInstitution P2858 FINISHED
Object 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.
 E42095 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: Frunze Military Academy | Statement: [Soviet military officers, trainingInstitution, Frunze Military Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frunze Military Academy
Context triple: [Soviet military officers, trainingInstitution, Frunze Military Academy]
  • A. Industrial Academy in Moscow
    The Industrial Academy in Moscow was a Soviet higher education institution focused on training specialists in industry, economics, and management for the planned economy.
  • B. Egyptian Military Academy
    The Egyptian Military Academy is Egypt’s premier officer training institution, producing many of the country’s top military and political leaders.
  • C. Volgograd State University
    Volgograd State University is a major public higher education and research institution located in the Russian city of Volgograd.
  • D. National Defence University
    The National Defence University is Finland’s premier military higher education institution responsible for training officers and conducting defence-related research for the Finnish Defence Forces.
  • E. École spéciale militaire de Saint-Cyr
    The École spéciale militaire de Saint-Cyr is France’s premier military academy, responsible for training the country’s elite army officers.
  • 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: Frunze Military Academy
Triple: [Soviet military officers, trainingInstitution, Frunze Military Academy]
Generated description
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frunze Military Academy
Target entity description: Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
  • A. Industrial Academy in Moscow
    The Industrial Academy in Moscow was a Soviet higher education institution focused on training specialists in industry, economics, and management for the planned economy.
  • B. Egyptian Military Academy
    The Egyptian Military Academy is Egypt’s premier officer training institution, producing many of the country’s top military and political leaders.
  • C. Volgograd State University
    Volgograd State University is a major public higher education and research institution located in the Russian city of Volgograd.
  • D. National Defence University
    The National Defence University is Finland’s premier military higher education institution responsible for training officers and conducting defence-related research for the Finnish Defence Forces.
  • E. École spéciale militaire de Saint-Cyr
    The École spéciale militaire de Saint-Cyr is France’s premier military academy, responsible for training the country’s elite army officers.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea941b108190983ec543569e580e completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cfe9c66c8190957b2ab7f5bae6fd completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d07284288190bfe67602562ec0b5 completed March 1, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69a3d0fb4a88819096823bed2d1a65e3 completed March 1, 2026, 5:39 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.