Triple

T4749210
Position Surface form Disambiguated ID Type / Status
Subject Soldier’s Creed E105435 entity
Predicate timePeriod P302 FINISHED
Object 21st century U.S. Army
The 21st century U.S. Army is the modern era of the United States Army characterized by an all-volunteer force engaged in global operations, advanced technology-driven warfare, and a strong emphasis on professional values and warrior ethos.
E467883 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: 21st century U.S. Army | Statement: [Soldier’s Creed, timePeriod, 21st century U.S. Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 21st century U.S. Army
Context triple: [Soldier’s Creed, timePeriod, 21st century U.S. Army]
  • A. U.S. Army Mission Command Center of Excellence
    The U.S. Army Mission Command Center of Excellence is a specialized organization that develops and integrates doctrine, concepts, training, and capabilities to enhance the Army’s mission command and leadership across all echelons.
  • B. Center for Army Lessons Learned
    The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
  • C. U.S. Army Sustainment Center of Excellence
    The U.S. Army Sustainment Center of Excellence is a major Army organization responsible for developing doctrine, training, and capabilities for logistics, sustainment, and materiel readiness across the force.
  • D. U.S. Army Futures Command
    U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
  • E. 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.
  • 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: 21st century U.S. Army
Triple: [Soldier’s Creed, timePeriod, 21st century U.S. Army]
Generated description
The 21st century U.S. Army is the modern era of the United States Army characterized by an all-volunteer force engaged in global operations, advanced technology-driven warfare, and a strong emphasis on professional values and warrior ethos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 21st century U.S. Army
Target entity description: The 21st century U.S. Army is the modern era of the United States Army characterized by an all-volunteer force engaged in global operations, advanced technology-driven warfare, and a strong emphasis on professional values and warrior ethos.
  • A. U.S. Army Mission Command Center of Excellence
    The U.S. Army Mission Command Center of Excellence is a specialized organization that develops and integrates doctrine, concepts, training, and capabilities to enhance the Army’s mission command and leadership across all echelons.
  • B. Center for Army Lessons Learned
    The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
  • C. U.S. Army Sustainment Center of Excellence
    The U.S. Army Sustainment Center of Excellence is a major Army organization responsible for developing doctrine, training, and capabilities for logistics, sustainment, and materiel readiness across the force.
  • D. U.S. Army Futures Command
    U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
  • E. 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.
  • 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64c6f5ac81908a62f9c17e77ac86 completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a4e0844819098bb9abb05094a89 completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3c9f8e048190a951b26c36cb7b23 completed March 21, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69be3d232b888190a0fd64c55a18eb48 completed March 21, 2026, 6:39 a.m.
Created at: March 20, 2026, 1:20 p.m.