Triple

T17584886
Position Surface form Disambiguated ID Type / Status
Subject 3rd Electromagnetic Warfare Squadron E428295 entity
Predicate usesDoctrine P4473 FINISHED
Object U.S. joint electromagnetic spectrum operations doctrine
U.S. joint electromagnetic spectrum operations doctrine is the U.S. military’s overarching guidance for planning, coordinating, and executing operations that manage, exploit, and protect the electromagnetic spectrum across all services and domains.
E1276490 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 electromagnetic spectrum operations doctrine | Statement: [3rd Electromagnetic Warfare Squadron, usesDoctrine, U.S. joint electromagnetic spectrum operations doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. joint electromagnetic spectrum operations doctrine
Context triple: [3rd Electromagnetic Warfare Squadron, usesDoctrine, U.S. joint electromagnetic spectrum operations doctrine]
  • A. U.S. Army mission command doctrine
    U.S. Army mission command doctrine is a command philosophy that emphasizes decentralized decision-making, disciplined initiative, and trust between leaders and subordinates to enable agile, adaptive operations.
  • B. AJP-3.20 Allied Joint Doctrine for Cyberspace Operations
    AJP-3.20 Allied Joint Doctrine for Cyberspace Operations is a NATO publication that provides overarching principles, guidance, and frameworks for planning and conducting military operations in and through cyberspace across the Alliance.
  • C. 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.
  • D. 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.
  • E. AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems
    AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems is a NATO publication that provides joint operational guidance and standardized procedures for detecting, assessing, and defeating hostile unmanned aircraft threats across 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: U.S. joint electromagnetic spectrum operations doctrine
Triple: [3rd Electromagnetic Warfare Squadron, usesDoctrine, U.S. joint electromagnetic spectrum operations doctrine]
Generated description
U.S. joint electromagnetic spectrum operations doctrine is the U.S. military’s overarching guidance for planning, coordinating, and executing operations that manage, exploit, and protect the electromagnetic spectrum across all services and domains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. joint electromagnetic spectrum operations doctrine
Target entity description: U.S. joint electromagnetic spectrum operations doctrine is the U.S. military’s overarching guidance for planning, coordinating, and executing operations that manage, exploit, and protect the electromagnetic spectrum across all services and domains.
  • A. U.S. Army mission command doctrine
    U.S. Army mission command doctrine is a command philosophy that emphasizes decentralized decision-making, disciplined initiative, and trust between leaders and subordinates to enable agile, adaptive operations.
  • B. AJP-3.20 Allied Joint Doctrine for Cyberspace Operations
    AJP-3.20 Allied Joint Doctrine for Cyberspace Operations is a NATO publication that provides overarching principles, guidance, and frameworks for planning and conducting military operations in and through cyberspace across the Alliance.
  • C. 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.
  • D. 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.
  • E. AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems
    AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems is a NATO publication that provides joint operational guidance and standardized procedures for detecting, assessing, and defeating hostile unmanned aircraft threats across allied forces.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463d113b08190975506f3558c1eca completed April 19, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddf17144819089c5795fc5f0b1e7 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01df69ccfc81909de6d300e1d72ad1 completed May 11, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a01e05515d88190b343ebc1aad4a351 completed May 11, 2026, 1:57 p.m.
Created at: April 10, 2026, 5:50 a.m.