Triple

T9413552
Position Surface form Disambiguated ID Type / Status
Subject United States military doctrine E226760 entity
Predicate codifiedIn P775 FINISHED
Object Joint Publication 5-0 Joint Planning
Joint Publication 5-0 Joint Planning is a key U.S. military doctrinal manual that provides the overarching principles, processes, and guidance for planning and conducting joint operations across the armed forces.
E797505 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 5-0 Joint Planning | Statement: [United States military doctrine, codifiedIn, Joint Publication 5-0 Joint Planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joint Publication 5-0 Joint Planning
Context triple: [United States military doctrine, codifiedIn, Joint Publication 5-0 Joint Planning]
  • A. AJP-5 Allied Joint Doctrine for Operational-Level Planning
    AJP-5 Allied Joint Doctrine for Operational-Level Planning is a NATO publication that provides the overarching principles, processes, and guidance for planning and conducting joint operations at the operational level.
  • B. 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.
  • C. AJP-01 Allied Joint Doctrine
    AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
  • D. AJP-3.9 Allied Joint Doctrine for Civil-Military Cooperation
    AJP-3.9 Allied Joint Doctrine for Civil-Military Cooperation is a NATO publication that sets out the principles, structures, and procedures for coordinating and integrating military and civilian efforts in joint operations.
  • E. AJP-3.2 Allied Joint Doctrine for Land Operations
    AJP-3.2 Allied Joint Doctrine for Land Operations is a NATO publication that provides the overarching principles, concepts, and guidance for planning and conducting multinational land operations within the Alliance.
  • 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 5-0 Joint Planning
Triple: [United States military doctrine, codifiedIn, Joint Publication 5-0 Joint Planning]
Generated description
Joint Publication 5-0 Joint Planning is a key U.S. military doctrinal manual that provides the overarching principles, processes, and guidance for planning and conducting joint operations across the armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joint Publication 5-0 Joint Planning
Target entity description: Joint Publication 5-0 Joint Planning is a key U.S. military doctrinal manual that provides the overarching principles, processes, and guidance for planning and conducting joint operations across the armed forces.
  • A. AJP-5 Allied Joint Doctrine for Operational-Level Planning
    AJP-5 Allied Joint Doctrine for Operational-Level Planning is a NATO publication that provides the overarching principles, processes, and guidance for planning and conducting joint operations at the operational level.
  • B. 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.
  • C. AJP-01 Allied Joint Doctrine
    AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
  • D. AJP-3.9 Allied Joint Doctrine for Civil-Military Cooperation
    AJP-3.9 Allied Joint Doctrine for Civil-Military Cooperation is a NATO publication that sets out the principles, structures, and procedures for coordinating and integrating military and civilian efforts in joint operations.
  • E. AJP-3.2 Allied Joint Doctrine for Land Operations
    AJP-3.2 Allied Joint Doctrine for Land Operations is a NATO publication that provides the overarching principles, concepts, and guidance for planning and conducting multinational land operations within the Alliance.
  • 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.