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.