Triple

T14816698
Position Surface form Disambiguated ID Type / Status
Subject Edwin V. Sumner E348335 entity
Predicate educatedAt P5 FINISHED
Object United States Army (on-the-job military training)
The United States Army’s on-the-job military training is a practical, experience-based program in which soldiers develop leadership, tactical, and technical skills through active service and real-world assignments rather than formal classroom education.
E1122505 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: United States Army (on-the-job military training) | Statement: [Edwin V. Sumner, educatedAt, United States Army (on-the-job military training)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army (on-the-job military training)
Context triple: [Edwin V. Sumner, educatedAt, United States Army (on-the-job military training)]
  • A. Army Training Command
    Army Training Command is the Indian Army’s apex formation responsible for overseeing, coordinating, and modernizing all institutional training and doctrinal development for its personnel.
  • B. 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.
  • C. Officer Candidate School (United States Army)
    Officer Candidate School (United States Army) is an intensive training and evaluation program that prepares selected enlisted personnel and civilians to become commissioned officers in the U.S. Army.
  • D. United States Department of the Army
    The United States Department of the Army is the federal executive department-level organization responsible for overseeing, administering, and supporting the United States Army as a branch of the U.S. Armed Forces.
  • E. U.S. Army Center for Initial Military Training
    The U.S. Army Center for Initial Military Training is the organization responsible for overseeing and standardizing the Army’s basic combat training and initial entry soldier development.
  • 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: United States Army (on-the-job military training)
Triple: [Edwin V. Sumner, educatedAt, United States Army (on-the-job military training)]
Generated description
The United States Army’s on-the-job military training is a practical, experience-based program in which soldiers develop leadership, tactical, and technical skills through active service and real-world assignments rather than formal classroom education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Army (on-the-job military training)
Target entity description: The United States Army’s on-the-job military training is a practical, experience-based program in which soldiers develop leadership, tactical, and technical skills through active service and real-world assignments rather than formal classroom education.
  • A. Army Training Command
    Army Training Command is the Indian Army’s apex formation responsible for overseeing, coordinating, and modernizing all institutional training and doctrinal development for its personnel.
  • B. 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.
  • C. Officer Candidate School (United States Army)
    Officer Candidate School (United States Army) is an intensive training and evaluation program that prepares selected enlisted personnel and civilians to become commissioned officers in the U.S. Army.
  • D. United States Department of the Army
    The United States Department of the Army is the federal executive department-level organization responsible for overseeing, administering, and supporting the United States Army as a branch of the U.S. Armed Forces.
  • E. U.S. Army Center for Initial Military Training
    The U.S. Army Center for Initial Military Training is the organization responsible for overseeing and standardizing the Army’s basic combat training and initial entry soldier development.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe2c1ec81908b3dff7a5d0e85d0 completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe3897691c819085ef89480e730723 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe5178e8b481909c88ee7db29f037c completed May 8, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fe5217512c8190b0cea476f4b95007 completed May 8, 2026, 9:13 p.m.
Created at: April 10, 2026, 1:49 a.m.