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.