Triple

T3482902
Position Surface form Disambiguated ID Type / Status
Subject Boris Shaposhnikov E73535 entity
Predicate notableWork P4 FINISHED
Object The Brain of the Army
The Brain of the Army is a seminal military-theoretical work by Soviet Marshal Boris Shaposhnikov that analyzes the role, organization, and functioning of a modern army’s general staff.
E360893 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: The Brain of the Army | Statement: [Boris Shaposhnikov, notableWork, The Brain of the Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Brain of the Army
Context triple: [Boris Shaposhnikov, notableWork, The Brain of the Army]
  • A. The Spearhead
    The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
  • B. A Choice of Weapons
    "A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
  • C. Council of War
    The Council of War was a key military-administrative body of the Catholic Monarchy responsible for overseeing war policy, army organization, and strategic decision-making.
  • D. No Time for Sergeants
    No Time for Sergeants is a 1950s comedic story, best known as a novel, Broadway play, and film about a naive country boy in the U.S. Air Force, that became a classic of American military humor.
  • E. The Sergeant
    The Sergeant is a 1968 drama film starring Rod Steiger as a rigid Army noncommissioned officer grappling with repressed homosexuality and inner turmoil.
  • 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: The Brain of the Army
Triple: [Boris Shaposhnikov, notableWork, The Brain of the Army]
Generated description
The Brain of the Army is a seminal military-theoretical work by Soviet Marshal Boris Shaposhnikov that analyzes the role, organization, and functioning of a modern army’s general staff.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Brain of the Army
Target entity description: The Brain of the Army is a seminal military-theoretical work by Soviet Marshal Boris Shaposhnikov that analyzes the role, organization, and functioning of a modern army’s general staff.
  • A. The Spearhead
    The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
  • B. A Choice of Weapons
    "A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
  • C. Council of War
    The Council of War was a key military-administrative body of the Catholic Monarchy responsible for overseeing war policy, army organization, and strategic decision-making.
  • D. No Time for Sergeants
    No Time for Sergeants is a 1950s comedic story, best known as a novel, Broadway play, and film about a naive country boy in the U.S. Air Force, that became a classic of American military humor.
  • E. The Sergeant
    The Sergeant is a 1968 drama film starring Rod Steiger as a rigid Army noncommissioned officer grappling with repressed homosexuality and inner turmoil.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb781e9c8190810fdd814f506127 completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681e88d881908a2eeb93aa56d889 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368a242448190ac61e806b42a0cf3 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693bc26c819093ba7f9757ba0665 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.