Triple

T15563230
Position Surface form Disambiguated ID Type / Status
Subject Expeditionary Warfare School E371048 entity
Predicate usesDoctrine P4473 FINISHED
Object Marine Corps Planning Process
The Marine Corps Planning Process is a structured, six-step methodology used by the U.S. Marine Corps to analyze missions, develop courses of action, and produce detailed operational plans and orders.
E1163547 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: Marine Corps Planning Process | Statement: [Expeditionary Warfare School, usesDoctrine, Marine Corps Planning Process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Corps Planning Process
Context triple: [Expeditionary Warfare School, usesDoctrine, Marine Corps Planning Process]
  • A. Marine Corps Operating Concepts
    Marine Corps Operating Concepts is a doctrinal publication that outlines how the U.S. Marine Corps plans, organizes, and conducts operations across the range of military missions.
  • B. Marine Corps leadership and planners
    Marine Corps leadership and planners are the senior officers and strategic staff responsible for guiding the doctrine, force development, and long-term operational planning of the United States Marine Corps.
  • C. Marine Corps directives system
    The Marine Corps directives system is the formal framework through which the United States Marine Corps issues, organizes, and manages its official policies, orders, and regulations.
  • D. Marine Corps Doctrinal Publication 1
    Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
  • E. Total Force policy of the United States Marine Corps
    The Total Force policy of the United States Marine Corps is an organizational doctrine that fully integrates active-duty, Reserve, and civilian components into a single, cohesive force for planning, training, and operational employment.
  • 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: Marine Corps Planning Process
Triple: [Expeditionary Warfare School, usesDoctrine, Marine Corps Planning Process]
Generated description
The Marine Corps Planning Process is a structured, six-step methodology used by the U.S. Marine Corps to analyze missions, develop courses of action, and produce detailed operational plans and orders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Corps Planning Process
Target entity description: The Marine Corps Planning Process is a structured, six-step methodology used by the U.S. Marine Corps to analyze missions, develop courses of action, and produce detailed operational plans and orders.
  • A. Marine Corps Operating Concepts
    Marine Corps Operating Concepts is a doctrinal publication that outlines how the U.S. Marine Corps plans, organizes, and conducts operations across the range of military missions.
  • B. Marine Corps leadership and planners
    Marine Corps leadership and planners are the senior officers and strategic staff responsible for guiding the doctrine, force development, and long-term operational planning of the United States Marine Corps.
  • C. Marine Corps directives system
    The Marine Corps directives system is the formal framework through which the United States Marine Corps issues, organizes, and manages its official policies, orders, and regulations.
  • D. Marine Corps Doctrinal Publication 1
    Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
  • E. Total Force policy of the United States Marine Corps
    The Total Force policy of the United States Marine Corps is an organizational doctrine that fully integrates active-duty, Reserve, and civilian components into a single, cohesive force for planning, training, and operational employment.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddc66448190948280fb0c8d390c completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456821988190971539b683f6c656 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff46f44b2c81909f65f0ab455c6549 completed May 9, 2026, 2:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff477a63b48190a453cf669dfda228 completed May 9, 2026, 2:40 p.m.
Created at: April 10, 2026, 4:09 a.m.