Triple

T9413550
Position Surface form Disambiguated ID Type / Status
Subject United States military doctrine E226760 entity
Predicate codifiedIn P775 FINISHED
Object Joint Publication 1 Doctrine for the Armed Forces of the United States
Joint Publication 1, Doctrine for the Armed Forces of the United States, is the U.S. military’s primary capstone document that establishes overarching principles and guidance for the employment of joint forces across all services.
E797503 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: Joint Publication 1 Doctrine for the Armed Forces of the United States | Statement: [United States military doctrine, codifiedIn, Joint Publication 1 Doctrine for the Armed Forces of the United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joint Publication 1 Doctrine for the Armed Forces of the United States
Context triple: [United States military doctrine, codifiedIn, Joint Publication 1 Doctrine for the Armed Forces of the United States]
  • 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. Army Doctrine Publication 3-14
    Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
  • C. Army Doctrine Publication 6-22
    Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
  • D. AJP-3 Allied Joint Doctrine for the Conduct of Operations
    AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
  • E. Marine Corps Doctrinal Publication 1
    Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
  • 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: Joint Publication 1 Doctrine for the Armed Forces of the United States
Triple: [United States military doctrine, codifiedIn, Joint Publication 1 Doctrine for the Armed Forces of the United States]
Generated description
Joint Publication 1, Doctrine for the Armed Forces of the United States, is the U.S. military’s primary capstone document that establishes overarching principles and guidance for the employment of joint forces across all services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joint Publication 1 Doctrine for the Armed Forces of the United States
Target entity description: Joint Publication 1, Doctrine for the Armed Forces of the United States, is the U.S. military’s primary capstone document that establishes overarching principles and guidance for the employment of joint forces across all services.
  • 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. Army Doctrine Publication 3-14
    Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
  • C. Army Doctrine Publication 6-22
    Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
  • D. AJP-3 Allied Joint Doctrine for the Conduct of Operations
    AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
  • E. Marine Corps Doctrinal Publication 1
    Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
  • 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_69ca843280488190bc65600e843ef9e6 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd68c680e48190be82e3829e8711f0 completed April 1, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107b63cf48190a072e3434a7b85a8 completed April 4, 2026, 12:44 p.m.
NEDg Description generation batch_69d108466fb481909682fcaac354b312 completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d108be82888190b0ec08119cd00b68 completed April 4, 2026, 12:49 p.m.
Created at: March 30, 2026, 7:47 p.m.