Triple

T9129542
Position Surface form Disambiguated ID Type / Status
Subject Civil Affairs Qualification Course E219046 entity
Predicate governedBy P46 FINISHED
Object U.S. joint civil-military operations doctrine
U.S. joint civil-military operations doctrine is the overarching set of principles and guidelines that directs how U.S. military and civilian agencies coordinate and integrate their efforts in complex operational environments, including stability, humanitarian, and peace support missions.
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: U.S. joint civil-military operations doctrine | Statement: [Civil Affairs Qualification Course, governedBy, U.S. joint civil-military operations doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. joint civil-military operations doctrine
Context triple: [Civil Affairs Qualification Course, governedBy, U.S. joint civil-military operations doctrine]
  • A. 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.
  • B. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • C. 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.
  • 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. 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.
  • 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: U.S. joint civil-military operations doctrine
Triple: [Civil Affairs Qualification Course, governedBy, U.S. joint civil-military operations doctrine]
Generated description
U.S. joint civil-military operations doctrine is the overarching set of principles and guidelines that directs how U.S. military and civilian agencies coordinate and integrate their efforts in complex operational environments, including stability, humanitarian, and peace support missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. joint civil-military operations doctrine
Target entity description: U.S. joint civil-military operations doctrine is the overarching set of principles and guidelines that directs how U.S. military and civilian agencies coordinate and integrate their efforts in complex operational environments, including stability, humanitarian, and peace support missions.
  • A. 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.
  • B. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • C. 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.
  • 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. 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.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8cdafb48190be5e62b15779d771 completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d030a934988190976aa359f9f902c3 completed April 3, 2026, 9:27 p.m.
NEDg Description generation batch_69d032a7d9808190a4b3be86e49afb22 completed April 3, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69d0337057048190af062152688599a1 completed April 3, 2026, 9:38 p.m.
Created at: March 30, 2026, 7:18 p.m.