Triple

T15538185
Position Surface form Disambiguated ID Type / Status
Subject School of Advanced Warfighting E370403 entity
Predicate partOf P40 FINISHED
Object Marine Corps University professional military education continuum
The Marine Corps University professional military education continuum is the structured system of progressive academic and leadership programs that develop Marine officers and enlisted personnel throughout their careers.
E1162151 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: Marine Corps University professional military education continuum | Statement: [School of Advanced Warfighting, partOf, Marine Corps University professional military education continuum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Corps University professional military education continuum
Context triple: [School of Advanced Warfighting, partOf, Marine Corps University professional military education continuum]
  • A. Formal Learning Centers of the Marine Corps
    The Formal Learning Centers of the Marine Corps are specialized schools and training institutions that provide structured, career-specific education and skills development to Marines across a range of occupational fields.
  • B. Marine Corps officer accession pipeline
    The Marine Corps officer accession pipeline is the structured process through which the United States Marine Corps recruits, evaluates, trains, and commissions new officers.
  • C. 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.
  • D. Marine Corps Operating Concepts
    Marine Corps Operating Concepts is a doctrinal publication that outlines how the U.S. Marine Corps plans, organizes, and conducts operations across the range of military missions.
  • E. U.S. Army professional military education
    U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
  • 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: Marine Corps University professional military education continuum
Triple: [School of Advanced Warfighting, partOf, Marine Corps University professional military education continuum]
Generated description
The Marine Corps University professional military education continuum is the structured system of progressive academic and leadership programs that develop Marine officers and enlisted personnel throughout their careers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Corps University professional military education continuum
Target entity description: The Marine Corps University professional military education continuum is the structured system of progressive academic and leadership programs that develop Marine officers and enlisted personnel throughout their careers.
  • A. Formal Learning Centers of the Marine Corps
    The Formal Learning Centers of the Marine Corps are specialized schools and training institutions that provide structured, career-specific education and skills development to Marines across a range of occupational fields.
  • B. Marine Corps officer accession pipeline
    The Marine Corps officer accession pipeline is the structured process through which the United States Marine Corps recruits, evaluates, trains, and commissions new officers.
  • C. 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.
  • D. Marine Corps Operating Concepts
    Marine Corps Operating Concepts is a doctrinal publication that outlines how the U.S. Marine Corps plans, organizes, and conducts operations across the range of military missions.
  • E. U.S. Army professional military education
    U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e0442f3c688190a599165e526af2ed completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d626e688190bd93481cfd6cb255 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3f075bb881908c254137ca7c3f9f completed May 9, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff3f87f788819080eccae52b0df145 completed May 9, 2026, 2:07 p.m.
Created at: April 10, 2026, 4:07 a.m.