Triple

T3580922
Position Surface form Disambiguated ID Type / Status
Subject Marine Corps University E75795 entity
Predicate grantsDegree P49 FINISHED
Object Master of Operational Studies
The Master of Operational Studies is a graduate-level degree focused on advanced military operational art, planning, and leadership, primarily for professional military education.
 E370408 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: Master of Operational Studies | Statement: [Marine Corps University, grantsDegree, Master of Operational Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Master of Operational Studies
Context triple: [Marine Corps University, grantsDegree, Master of Operational Studies]
  • A. 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.
  • B. National Institute for Defense Studies
    The National Institute for Defense Studies is Japan’s principal defense think tank and research institution, providing strategic analysis, policy research, and education on security and military affairs.
  • C. Naval War College Review
    Naval War College Review is a scholarly journal focusing on naval strategy, security studies, and international affairs, produced by the United States Naval War College.
  • D. 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.
  • E. Army University Press
    Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
  • 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: Master of Operational Studies
Triple: [Marine Corps University, grantsDegree, Master of Operational Studies]
Generated description
The Master of Operational Studies is a graduate-level degree focused on advanced military operational art, planning, and leadership, primarily for professional military education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Master of Operational Studies
Target entity description: The Master of Operational Studies is a graduate-level degree focused on advanced military operational art, planning, and leadership, primarily for professional military education.
  • A. 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.
  • B. National Institute for Defense Studies
    The National Institute for Defense Studies is Japan’s principal defense think tank and research institution, providing strategic analysis, policy research, and education on security and military affairs.
  • C. Naval War College Review
    Naval War College Review is a scholarly journal focusing on naval strategy, security studies, and international affairs, produced by the United States Naval War College.
  • D. 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.
  • E. Army University Press
    Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
  • 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_69ad85d6dc3c8190b491b79b83e25461 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc101738c81908d38987f8fa291ef completed March 8, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bbc95fa881909846a6d53ba6a24e completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bcae84a48190b085f253773cd14f completed March 13, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69b3f90df47c81908855021f68ca7ec8 completed March 13, 2026, 11:46 a.m.
Created at: March 8, 2026, 3:21 p.m.