Triple

T7571520

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Aviation Training Support Group 21	`E179250`	entity
Predicate	partOf	`P40`	FINISHED
Object	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.	`E673705`	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 aviation training system | Statement: [Marine Aviation Training Support Group 21, partOf, United States Marine Corps aviation training system]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: United States Marine Corps aviation training system
Context triple: [Marine Aviation Training Support Group 21, partOf, United States Marine Corps aviation training system]

A. Naval Aviation Cadet Program
The Naval Aviation Cadet Program was a U.S. Navy and Marine Corps training pipeline that prepared college-educated candidates, including future astronaut John Glenn, to become commissioned officers and naval aviators.
B. United States Navy Fighter Weapons School
The United States Navy Fighter Weapons School, popularly known as TOPGUN, is an elite U.S. Navy training program that develops advanced air combat tactics and instructs the Navy’s top fighter pilots.
C. Marine Combat Training Course
The Marine Combat Training Course is a United States Marine Corps program that provides non-infantry Marines with foundational infantry and battlefield skills.
D. Squadron Officer School
Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
E. Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
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 aviation training system
Triple: [Marine Aviation Training Support Group 21, partOf, United States Marine Corps aviation training system]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: United States Marine Corps aviation training system
Target entity description: 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.

A. Naval Aviation Cadet Program
The Naval Aviation Cadet Program was a U.S. Navy and Marine Corps training pipeline that prepared college-educated candidates, including future astronaut John Glenn, to become commissioned officers and naval aviators.
B. United States Navy Fighter Weapons School
The United States Navy Fighter Weapons School, popularly known as TOPGUN, is an elite U.S. Navy training program that develops advanced air combat tactics and instructs the Navy’s top fighter pilots.
C. Marine Combat Training Course
The Marine Combat Training Course is a United States Marine Corps program that provides non-infantry Marines with foundational infantry and battlefield skills.
D. Squadron Officer School
Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
E. Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
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_69c69f316e50819081a271c85c06f918`	completed	March 27, 2026, 3:16 p.m.
NER	Named-entity recognition	`batch_69c6f921b458819092e565a4d099bbaf`	completed	March 27, 2026, 9:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c856e7c5b48190b6f53f8d14ea753d`	completed	March 28, 2026, 10:32 p.m.
NEDg	Description generation	`batch_69c858aea4fc81908be95d0d4e3f1072`	completed	March 28, 2026, 10:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69c85919f85081908558f8e8d4b9d057`	completed	March 28, 2026, 10:41 p.m.

Created at: March 27, 2026, 3:51 p.m.