Triple

T3580897

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps University	`E75795`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	Enlisted Professional Military Education Enlisted Professional Military Education is a structured series of progressive courses and training programs designed to develop the leadership, warfighting, and professional skills of enlisted Marines throughout their careers.	`E370404`	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: Enlisted Professional Military Education | Statement: [Marine Corps University, offersProgram, Enlisted Professional Military Education]

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

Target entity: Enlisted Professional Military Education
Context triple: [Marine Corps University, offersProgram, Enlisted Professional Military Education]

A. Enlisted Commissioning Program
The Enlisted Commissioning Program is a U.S. military pathway that allows qualified enlisted personnel to become commissioned officers, typically by attending college and completing officer training such as Officer Candidates School.
B. Basic Officer Course
The Basic Officer Course is a foundational training program that prepares newly commissioned Marine Corps officers in leadership, tactics, and basic infantry skills before they join their operational units.
C. Officer Candidates Course
Officer Candidates Course is a rigorous training and evaluation program designed to screen and prepare prospective military officers for commissioning.
D. Infantry Officer Course
Infantry Officer Course is an advanced training program for newly commissioned Marine Corps officers that prepares them to lead infantry units in combat.
E. 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.
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: Enlisted Professional Military Education
Triple: [Marine Corps University, offersProgram, Enlisted Professional Military Education]

Generated description

Enlisted Professional Military Education is a structured series of progressive courses and training programs designed to develop the leadership, warfighting, and professional skills of enlisted Marines throughout their careers.

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

Target entity: Enlisted Professional Military Education
Target entity description: Enlisted Professional Military Education is a structured series of progressive courses and training programs designed to develop the leadership, warfighting, and professional skills of enlisted Marines throughout their careers.

A. Enlisted Commissioning Program
The Enlisted Commissioning Program is a U.S. military pathway that allows qualified enlisted personnel to become commissioned officers, typically by attending college and completing officer training such as Officer Candidates School.
B. Basic Officer Course
The Basic Officer Course is a foundational training program that prepares newly commissioned Marine Corps officers in leadership, tactics, and basic infantry skills before they join their operational units.
C. Officer Candidates Course
Officer Candidates Course is a rigorous training and evaluation program designed to screen and prepare prospective military officers for commissioning.
D. Infantry Officer Course
Infantry Officer Course is an advanced training program for newly commissioned Marine Corps officers that prepares them to lead infantry units in combat.
E. 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.
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_69ad85d6dc3c8190b491b79b83e25461`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc101738c81908d38987f8fa291ef`	completed	March 8, 2026, 6:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b3bbc95fa881909846a6d53ba6a24e`	completed	March 13, 2026, 7:24 a.m.
NEDg	Description generation	`batch_69b3bcae84a48190b085f253773cd14f`	completed	March 13, 2026, 7:28 a.m.
NED2	Entity disambiguation (via description)	`batch_69b3f90df47c81908855021f68ca7ec8`	completed	March 13, 2026, 11:46 a.m.

Created at: March 8, 2026, 3:21 p.m.