Triple

T2874252
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps Reserve E56837 entity
Predicate operatesWithinDoctrine P27401 FINISHED
Object 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.
E305748 NE FINISHED

How this triple was built (5 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: Total Force policy of the United States Marine Corps | Statement: [United States Marine Corps Reserve, operatesWithinDoctrine, Total Force policy of the United States Marine Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Total Force policy of the United States Marine Corps
Context triple: [United States Marine Corps Reserve, operatesWithinDoctrine, Total Force policy of the United States Marine Corps]
  • A. Marine Corps leadership principles
    Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
  • B. Marine Corps prepositioning programs
    Marine Corps prepositioning programs are logistics initiatives that strategically position Marine Corps equipment and supplies around the world to enable rapid deployment and sustainment of Marine forces during crises and contingencies.
  • C. 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.
  • D. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • E. Marine Corps leadership publications
    Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
  • 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: Total Force policy of the United States Marine Corps
Triple: [United States Marine Corps Reserve, operatesWithinDoctrine, Total Force policy of the United States Marine Corps]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Total Force policy of the United States Marine Corps
Target entity description: 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.
  • A. Marine Corps leadership principles
    Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
  • B. Marine Corps prepositioning programs
    Marine Corps prepositioning programs are logistics initiatives that strategically position Marine Corps equipment and supplies around the world to enable rapid deployment and sustainment of Marine forces during crises and contingencies.
  • C. 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.
  • D. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • E. Marine Corps leadership publications
    Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: operatesWithinDoctrine
Context triple: [United States Marine Corps Reserve, operatesWithinDoctrine, Total Force policy of the United States Marine Corps]
  • A. isRelevantToDoctrine
    Indicates that something has a meaningful connection or applicability to a particular doctrine, principle, or set of beliefs.
  • B. developedDoctrine
    Indicates that one entity created, formulated, or significantly advanced a particular doctrine or set of principles.
  • C. appliedDoctrine
    Indicates that a particular doctrine, principle, or rule has been put into practice or used in interpreting or deciding a specific case, situation, or context.
  • D. containsDoctrine
    Indicates that one entity includes, embodies, or incorporates the doctrine, principles, or teachings represented by another entity.
  • E. followsDoctrine chosen
    Indicates that one entity adheres to, complies with, or acts in accordance with a specified doctrine or set of guiding principles.
  • F. None of above.

Provenance (6 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_69ab4a4ced288190ab6d3e062d10f7f6 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abe0032ddc8190bb4d15ec7e3c63e8 completed March 7, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01db780908190919d859205464b2e completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b0201470cc81909188573c3749dffb completed March 10, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69b020aa00888190a683a621f1e1a107 completed March 10, 2026, 1:46 p.m.
PD Predicate disambiguation batch_69abdd142e4c8190b424cb0c5ff40d04 completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 10:03 p.m.