Triple

T7080798
Position Surface form Disambiguated ID Type / Status
Subject Vasily Sokolovsky E164947 entity
Predicate notableWork P4 FINISHED
Object Military Strategy (Soviet military doctrine book)
"Military Strategy" is a seminal Soviet-era doctrinal treatise that systematically outlines the principles, theory, and practice of modern warfare from the perspective of the Soviet armed forces.
E465569 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: Military Strategy (Soviet military doctrine book) | Statement: [Vasily Sokolovsky, notableWork, Military Strategy (Soviet military doctrine book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Military Strategy (Soviet military doctrine book)
Context triple: [Vasily Sokolovsky, notableWork, Military Strategy (Soviet military doctrine book)]
  • A. Soviet military doctrine
    Soviet military doctrine is a Cold War–era strategic and operational framework developed by the USSR, emphasizing large-scale conventional warfare, centralized command, and combined-arms operations shaped by Marxist-Leninist military theory.
  • B. Soviet deep operations doctrine
    Soviet deep operations doctrine was a World War II–era Red Army operational concept that emphasized large-scale, coordinated offensives designed to penetrate enemy defenses in depth and rapidly exploit breakthroughs with mobile forces.
  • C. Elements of Military Art and Science
    Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
  • D. Russian military doctrine
    Russian military doctrine is the strategic framework guiding Russia’s use of military power, emphasizing combined-arms operations, integrated air-defense and artillery, and the coordinated employment of conventional and asymmetric capabilities to achieve political and military objectives.
  • E. Russian Army High Command
    The Russian Army High Command was the senior military leadership of the Imperial Russian Army, which played a crucial role in political and military decisions during World War I and the collapse of the Russian Empire.
  • 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: Military Strategy (Soviet military doctrine book)
Triple: [Vasily Sokolovsky, notableWork, Military Strategy (Soviet military doctrine book)]
Generated description
"Military Strategy" is a seminal Soviet-era doctrinal treatise that systematically outlines the principles, theory, and practice of modern warfare from the perspective of the Soviet armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Military Strategy (Soviet military doctrine book)
Target entity description: "Military Strategy" is a seminal Soviet-era doctrinal treatise that systematically outlines the principles, theory, and practice of modern warfare from the perspective of the Soviet armed forces.
  • A. Soviet military doctrine chosen
    Soviet military doctrine is a Cold War–era strategic and operational framework developed by the USSR, emphasizing large-scale conventional warfare, centralized command, and combined-arms operations shaped by Marxist-Leninist military theory.
  • B. Soviet deep operations doctrine
    Soviet deep operations doctrine was a World War II–era Red Army operational concept that emphasized large-scale, coordinated offensives designed to penetrate enemy defenses in depth and rapidly exploit breakthroughs with mobile forces.
  • C. Elements of Military Art and Science
    Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
  • D. Russian military doctrine
    Russian military doctrine is the strategic framework guiding Russia’s use of military power, emphasizing combined-arms operations, integrated air-defense and artillery, and the coordinated employment of conventional and asymmetric capabilities to achieve political and military objectives.
  • E. Russian Army High Command
    The Russian Army High Command was the senior military leadership of the Imperial Russian Army, which played a crucial role in political and military decisions during World War I and the collapse of the Russian Empire.
  • F. None of above.

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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4f1f5748190b214856bcfc70d81 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79477a79c81909b51175a24d17142 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c798cd9e4c8190a9dc1176d60d2cf6 completed March 28, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69c799fae8608190b0cd94d59ab589a4 completed March 28, 2026, 9:06 a.m.
Created at: March 27, 2026, 2:40 p.m.