Triple

T12790612
Position Surface form Disambiguated ID Type / Status
Subject Total Force policy of the United States Marine Corps E305748 entity
Predicate relatedConcept P37 FINISHED
Object Total Force concept of the United States Department of Defense
The Total Force concept of the United States Department of Defense is a strategic framework that integrates active-duty, Reserve, and National Guard components into a unified force to meet national defense requirements.
E1002794 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: Total Force concept of the United States Department of Defense | Statement: [Total Force policy of the United States Marine Corps, relatedConcept, Total Force concept of the United States Department of Defense]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Total Force concept of the United States Department of Defense
Context triple: [Total Force policy of the United States Marine Corps, relatedConcept, Total Force concept of the United States Department of Defense]
  • A. 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.
  • B. Reserve Components of the United States Armed Forces
    The Reserve Components of the United States Armed Forces are the part-time military forces that support and augment the active-duty branches during peacetime and war, including the reserve elements of each service.
  • C. 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.
  • D. America’s Contingency Corps
    America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
  • E. U.S. defense acquisition system
    The U.S. defense acquisition system is the complex, regulated framework through which the Department of Defense develops, procures, and sustains military equipment and services.
  • 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 concept of the United States Department of Defense
Triple: [Total Force policy of the United States Marine Corps, relatedConcept, Total Force concept of the United States Department of Defense]
Generated description
The Total Force concept of the United States Department of Defense is a strategic framework that integrates active-duty, Reserve, and National Guard components into a unified force to meet national defense requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Total Force concept of the United States Department of Defense
Target entity description: The Total Force concept of the United States Department of Defense is a strategic framework that integrates active-duty, Reserve, and National Guard components into a unified force to meet national defense requirements.
  • A. 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.
  • B. Reserve Components of the United States Armed Forces
    The Reserve Components of the United States Armed Forces are the part-time military forces that support and augment the active-duty branches during peacetime and war, including the reserve elements of each service.
  • C. 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.
  • D. America’s Contingency Corps
    America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
  • E. U.S. defense acquisition system
    The U.S. defense acquisition system is the complex, regulated framework through which the Department of Defense develops, procures, and sustains military equipment and services.
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6b55248190ab938e69eb263612 completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68508e4488190bb57a1ade93987ab completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f687ae18c08190a94dca38bb69d10f completed May 2, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f68884ed348190a1b2c89b1d655fa9 completed May 2, 2026, 11:28 p.m.
Created at: April 9, 2026, 5:30 p.m.