Triple

T15162099
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps schools E362243 entity
Predicate partOf P40 FINISHED
Object United States Marine Corps training and education system
The United States Marine Corps training and education system is the integrated framework of institutions, programs, and curricula that develops Marines’ military skills, leadership, and professional competence from entry-level training through advanced career education.
E937466 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 Marine Corps training and education system | Statement: [United States Marine Corps schools, partOf, United States Marine Corps training and education system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps training and education system
Context triple: [United States Marine Corps schools, partOf, United States Marine Corps training and education system]
  • A. United States Marine Corps schools
    United States Marine Corps schools are specialized training institutions that prepare Marines for specific roles and responsibilities, ranging from leadership and combat skills to technical and instructional duties.
  • B. 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.
  • 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. United States Marine Corps aviation training system
    The United States Marine Corps aviation training system is the integrated network of schools, units, and programs responsible for educating, qualifying, and sustaining Marine aviators and aviation support personnel.
  • E. United States Armed Forces education system
    The United States Armed Forces education system is the network of military academies, training schools, and professional education institutions that prepare and develop officers and enlisted personnel for service in the U.S. Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard.
  • 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 Marine Corps training and education system
Triple: [United States Marine Corps schools, partOf, United States Marine Corps training and education system]
Generated description
The United States Marine Corps training and education system is the integrated framework of institutions, programs, and curricula that develops Marines’ military skills, leadership, and professional competence from entry-level training through advanced career education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps training and education system
Target entity description: The United States Marine Corps training and education system is the integrated framework of institutions, programs, and curricula that develops Marines’ military skills, leadership, and professional competence from entry-level training through advanced career education.
  • A. United States Marine Corps schools
    United States Marine Corps schools are specialized training institutions that prepare Marines for specific roles and responsibilities, ranging from leadership and combat skills to technical and instructional duties.
  • B. Formal Learning Centers of the Marine Corps chosen
    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.
  • 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. United States Marine Corps aviation training system
    The United States Marine Corps aviation training system is the integrated network of schools, units, and programs responsible for educating, qualifying, and sustaining Marine aviators and aviation support personnel.
  • E. United States Armed Forces education system
    The United States Armed Forces education system is the network of military academies, training schools, and professional education institutions that prepare and develop officers and enlisted personnel for service in the U.S. Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard.
  • F. None of above.

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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0060f2efc8190aa0eb5fb8d4ce085 completed April 15, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69febffc94e48190844e226c245a9ce3 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec1b27c5c8190b3b81cd10b11e973 completed May 9, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69fec24105a48190a698de2b380f4dbc completed May 9, 2026, 5:12 a.m.
Created at: April 10, 2026, 3:08 a.m.