Triple

T9129541
Position Surface form Disambiguated ID Type / Status
Subject Civil Affairs Qualification Course E219046 entity
Predicate governedBy P46 FINISHED
Object U.S. Army Civil Affairs doctrine
U.S. Army Civil Affairs doctrine is the body of official guidance that defines how Civil Affairs forces plan, coordinate, and conduct operations to engage civilian populations and institutions in support of military objectives and broader U.S. policy.
E779370 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. Army Civil Affairs doctrine | Statement: [Civil Affairs Qualification Course, governedBy, U.S. Army Civil Affairs doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Civil Affairs doctrine
Context triple: [Civil Affairs Qualification Course, governedBy, U.S. Army Civil Affairs doctrine]
  • A. 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.
  • B. 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.
  • C. U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
    The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
  • D. AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
    AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
  • E. 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.
  • 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. Army Civil Affairs doctrine
Triple: [Civil Affairs Qualification Course, governedBy, U.S. Army Civil Affairs doctrine]
Generated description
U.S. Army Civil Affairs doctrine is the body of official guidance that defines how Civil Affairs forces plan, coordinate, and conduct operations to engage civilian populations and institutions in support of military objectives and broader U.S. policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Civil Affairs doctrine
Target entity description: U.S. Army Civil Affairs doctrine is the body of official guidance that defines how Civil Affairs forces plan, coordinate, and conduct operations to engage civilian populations and institutions in support of military objectives and broader U.S. policy.
  • A. 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.
  • B. 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.
  • C. U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
    The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
  • D. AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
    AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
  • E. 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.
  • 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_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.