Triple

T4056254
Position Surface form Disambiguated ID Type / Status
Subject Soviet deep operations doctrine E84700 entity
Predicate keyTheorist P45611 FINISHED
Object Georgii Isserson
Georgii Isserson was a Soviet military theorist best known for developing the concept of deep operations that shaped Red Army operational art before and during World War II.
E692041 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: Georgii Isserson | Statement: [Soviet deep operations doctrine, keyTheorist, Georgii Isserson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgii Isserson
Context triple: [Soviet deep operations doctrine, keyTheorist, Georgii Isserson]
  • A. Mikhail Zemtsov
    Mikhail Zemtsov was an 18th-century Russian architect and one of the key figures in developing the Petrine Baroque style in early imperial Russia.
  • B. Vladimir Shklyarov
    Vladimir Shklyarov is a renowned Russian ballet dancer and principal artist celebrated for his performances with the Mariinsky Ballet.
  • C. Pyotr Shirshov
    Pyotr Shirshov was a Soviet oceanographer, polar explorer, and academician known for his significant contributions to Arctic research and marine science.
  • D. Nikolai Kulikovsky
    Nikolai Kulikovsky was a Russian military officer best known as the second husband of Grand Duchess Olga Alexandrovna, the youngest sister of Tsar Nicholas II.
  • E. Vladimir Dimitriev
    Vladimir Dimitriev was a Russian-born arts administrator and impresario who played a key role in the development of American ballet in the early 20th century.
  • 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: Georgii Isserson
Triple: [Soviet deep operations doctrine, keyTheorist, Georgii Isserson]
Generated description
Georgii Isserson was a Soviet military theorist best known for developing the concept of deep operations that shaped Red Army operational art before and during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgii Isserson
Target entity description: Georgii Isserson was a Soviet military theorist best known for developing the concept of deep operations that shaped Red Army operational art before and during World War II.
  • A. Mikhail Zemtsov
    Mikhail Zemtsov was an 18th-century Russian architect and one of the key figures in developing the Petrine Baroque style in early imperial Russia.
  • B. Vladimir Shklyarov
    Vladimir Shklyarov is a renowned Russian ballet dancer and principal artist celebrated for his performances with the Mariinsky Ballet.
  • C. Pyotr Shirshov
    Pyotr Shirshov was a Soviet oceanographer, polar explorer, and academician known for his significant contributions to Arctic research and marine science.
  • D. Nikolai Kulikovsky
    Nikolai Kulikovsky was a Russian military officer best known as the second husband of Grand Duchess Olga Alexandrovna, the youngest sister of Tsar Nicholas II.
  • E. Vladimir Dimitriev
    Vladimir Dimitriev was a Russian-born arts administrator and impresario who played a key role in the development of American ballet in the early 20th century.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01994b0c8190b34af36acadad5c6 completed March 9, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9d13a8b108190a0b13592f3a6362e completed March 30, 2026, 1:26 a.m.
NEDg Description generation batch_69c9d44d0d2881909f4ed7af19ae5f02 completed March 30, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69c9d4cab81081908c374a250e9f3fa2 completed March 30, 2026, 1:41 a.m.
Created at: March 9, 2026, 3:38 p.m.