Triple

T19910877
Position Surface form Disambiguated ID Type / Status
Subject Sniper School E478542 entity
Predicate partOf P40 FINISHED
Object U.S. Army training system
The U.S. Army training system is the comprehensive institutional framework that develops, educates, and prepares soldiers and leaders through specialized schools, courses, and programs for operational readiness.
E1400723 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: U.S. Army training system | Statement: [Sniper School, partOf, U.S. Army training system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army training system
Context triple: [Sniper School, partOf, U.S. Army training system]
  • A. Canadian Army Training System
    The Canadian Army Training System is the organizational framework responsible for overseeing and delivering training and education to Canadian Army personnel across its network of bases and schools.
  • B. U.S. Army Mission Command Training Program
    The U.S. Army Mission Command Training Program is a specialized training organization that prepares Army commanders and staffs through large-scale, simulation-supported exercises to improve mission command and operational readiness.
  • C. U.S. joint professional military education system
    The U.S. joint professional military education system is a structured network of advanced military colleges and programs that prepare officers from all service branches for integrated, high-level joint and combined operations.
  • D. U.S. Army Special Operations Forces training pipeline
    The U.S. Army Special Operations Forces training pipeline is the rigorous, multi-phase sequence of selection, assessment, and specialized instruction that prepares soldiers for elite roles in units such as Special Forces, Rangers, Civil Affairs, and Psychological Operations.
  • E. Marine Corps infantry training pipeline
    The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
  • 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: U.S. Army training system
Triple: [Sniper School, partOf, U.S. Army training system]
Generated description
The U.S. Army training system is the comprehensive institutional framework that develops, educates, and prepares soldiers and leaders through specialized schools, courses, and programs for operational readiness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army training system
Target entity description: The U.S. Army training system is the comprehensive institutional framework that develops, educates, and prepares soldiers and leaders through specialized schools, courses, and programs for operational readiness.
  • A. Canadian Army Training System
    The Canadian Army Training System is the organizational framework responsible for overseeing and delivering training and education to Canadian Army personnel across its network of bases and schools.
  • B. U.S. Army Mission Command Training Program
    The U.S. Army Mission Command Training Program is a specialized training organization that prepares Army commanders and staffs through large-scale, simulation-supported exercises to improve mission command and operational readiness.
  • C. U.S. joint professional military education system
    The U.S. joint professional military education system is a structured network of advanced military colleges and programs that prepare officers from all service branches for integrated, high-level joint and combined operations.
  • D. U.S. Army Special Operations Forces training pipeline
    The U.S. Army Special Operations Forces training pipeline is the rigorous, multi-phase sequence of selection, assessment, and specialized instruction that prepares soldiers for elite roles in units such as Special Forces, Rangers, Civil Affairs, and Psychological Operations.
  • E. Marine Corps infantry training pipeline
    The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6598f31c481908a5a1d9a5656f698 completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea4bd4d4819091827b2274413c13 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ed33b03c8190b7270172949b78ab completed May 16, 2026, 4:06 a.m.
NED2 Entity disambiguation (via description) batch_6a07ed9743dc8190930f07ee46146beb completed May 16, 2026, 4:07 a.m.
Created at: April 10, 2026, 1:53 p.m.