Triple

T19024363
Position Surface form Disambiguated ID Type / Status
Subject Soviet military doctrine E465569 entity
Predicate basedOn P98 FINISHED
Object Leninist military theory
Leninist military theory is a Marxist-Leninist framework that links armed struggle to class politics and revolutionary strategy, emphasizing the role of a vanguard party, proletarian internationalism, and the use of military power to defend and expand socialist revolutions.
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: Leninist military theory | Statement: [Soviet military doctrine, basedOn, Leninist military theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leninist military theory
Context triple: [Soviet military doctrine, basedOn, Leninist military theory]
  • 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. Operation Clausewitz
    Operation Clausewitz was a component phase of the German 1942 summer offensive on the Eastern Front, focused on advancing toward and securing key objectives as part of the broader Case Blue campaign.
  • 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. Belarusian military doctrine
    The Belarusian military doctrine is the official strategic framework that outlines Belarus’s national defense policies, security priorities, and principles governing the use and organization of its armed forces.
  • 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: Leninist military theory
Triple: [Soviet military doctrine, basedOn, Leninist military theory]
Generated description
Leninist military theory is a Marxist-Leninist framework that links armed struggle to class politics and revolutionary strategy, emphasizing the role of a vanguard party, proletarian internationalism, and the use of military power to defend and expand socialist revolutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leninist military theory
Target entity description: Leninist military theory is a Marxist-Leninist framework that links armed struggle to class politics and revolutionary strategy, emphasizing the role of a vanguard party, proletarian internationalism, and the use of military power to defend and expand socialist revolutions.
  • 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. Operation Clausewitz
    Operation Clausewitz was a component phase of the German 1942 summer offensive on the Eastern Front, focused on advancing toward and securing key objectives as part of the broader Case Blue campaign.
  • 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. Belarusian military doctrine
    The Belarusian military doctrine is the official strategic framework that outlines Belarus’s national defense policies, security priorities, and principles governing the use and organization of its armed forces.
  • 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6e166088190937ef19739437f7c completed April 20, 2026, 7:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05be56412081909ff1053248e7145a completed May 14, 2026, 12:21 p.m.
NEDg Description generation batch_6a05bfc05b70819081466bad1b6fdda1 completed May 14, 2026, 12:27 p.m.
NED2 Entity disambiguation (via description) batch_6a05c0283b08819089ad422861efbcbb completed May 14, 2026, 12:29 p.m.
Created at: April 10, 2026, 12:02 p.m.