Triple

T3983047
Position Surface form Disambiguated ID Type / Status
Subject JS E86803 entity
Predicate associatedWith P37 FINISHED
Object Joint doctrine publications
Joint doctrine publications are authoritative manuals that provide standardized guidance for planning, executing, and coordinating joint military operations across multiple service branches.
E226760 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 doctrine publications | Statement: [JS, associatedWith, Joint doctrine publications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joint doctrine publications
Context triple: [JS, associatedWith, Joint doctrine publications]
  • A. United States military doctrine
    United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
  • B. Department of Defense directives
    Department of Defense directives are formal, binding policy documents issued by the U.S. Department of Defense that establish overarching rules, responsibilities, and procedures for military operations, administration, and support activities across the armed forces.
  • C. NATO Allied Tactical Publications
    NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
  • D. Marine Corps leadership publications
    Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
  • E. 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.
  • 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 doctrine publications
Triple: [JS, associatedWith, Joint doctrine publications]
Generated description
Joint doctrine publications are authoritative manuals that provide standardized guidance for planning, executing, and coordinating joint military operations across multiple service branches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joint doctrine publications
Target entity description: Joint doctrine publications are authoritative manuals that provide standardized guidance for planning, executing, and coordinating joint military operations across multiple service branches.
  • A. United States military doctrine chosen
    United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
  • B. Department of Defense directives
    Department of Defense directives are formal, binding policy documents issued by the U.S. Department of Defense that establish overarching rules, responsibilities, and procedures for military operations, administration, and support activities across the armed forces.
  • C. NATO Allied Tactical Publications
    NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
  • D. Marine Corps leadership publications
    Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
  • E. 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.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9dd351c81909605bc2605f541e1 completed March 9, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b540257c188190899b00bf1d0247d2 completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b54111e5188190ab8ec23124c22981 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b54195261c8190a155b3c0469b0a35 completed March 14, 2026, 11:08 a.m.
Created at: March 9, 2026, 3:33 p.m.