Triple

T18174881
Position Surface form Disambiguated ID Type / Status
Subject United States Joint Deployment and Distribution Enterprise E435130 entity
Predicate alignedWith P1140 FINISHED
Object joint deployment and distribution doctrine
Joint deployment and distribution doctrine is the U.S. military’s overarching guidance that governs how forces and materiel are strategically moved, sustained, and managed across global operations.
E1309295 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 deployment and distribution doctrine | Statement: [United States Joint Deployment and Distribution Enterprise, alignedWith, joint deployment and distribution doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: joint deployment and distribution doctrine
Context triple: [United States Joint Deployment and Distribution Enterprise, alignedWith, joint deployment and distribution doctrine]
  • A. 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.
  • B. Joint Publication 3-0 Joint Operations
    Joint Publication 3-0 Joint Operations is a key U.S. joint doctrine manual that provides overarching principles and guidance for planning, executing, and assessing military operations involving multiple service branches.
  • C. 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.
  • D. 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.
  • 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 deployment and distribution doctrine
Triple: [United States Joint Deployment and Distribution Enterprise, alignedWith, joint deployment and distribution doctrine]
Generated description
Joint deployment and distribution doctrine is the U.S. military’s overarching guidance that governs how forces and materiel are strategically moved, sustained, and managed across global operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: joint deployment and distribution doctrine
Target entity description: Joint deployment and distribution doctrine is the U.S. military’s overarching guidance that governs how forces and materiel are strategically moved, sustained, and managed across global operations.
  • A. 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.
  • B. Joint Publication 3-0 Joint Operations
    Joint Publication 3-0 Joint Operations is a key U.S. joint doctrine manual that provides overarching principles and guidance for planning, executing, and assessing military operations involving multiple service branches.
  • C. 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.
  • D. 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.
  • 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_69d8b90b7a188190b3fc7b8d4a6cd20a completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4df5900788190994525954a89fa3c completed April 19, 2026, 1:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038fca35cc8190b230089c0687d5b8 completed May 12, 2026, 8:38 p.m.
NEDg Description generation batch_6a0390732c688190954ed96e31d453f1 completed May 12, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_6a03915f5af08190b4b0881993ade9e7 completed May 12, 2026, 8:45 p.m.
Created at: April 10, 2026, 10:30 a.m.