Triple

T3662016

Position	Surface form	Disambiguated ID	Type / Status
Subject	Air Force ROTC	`E77670`	entity
Predicate	component	`P35`	FINISHED
Object	Professional Officer Course The Professional Officer Course is the advanced, upper-level phase of Air Force ROTC in which selected college students receive intensive leadership training and preparation for commissioning as Air Force officers.	`E377793`	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: Professional Officer Course | Statement: [Air Force ROTC, component, Professional Officer Course]

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

Target entity: Professional Officer Course
Context triple: [Air Force ROTC, component, Professional Officer Course]

A. 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.
B. Officer Candidates Course
Officer Candidates Course is a rigorous training and evaluation program designed to screen and prepare prospective military officers for commissioning.
C. 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.
D. Chief Master Sergeant Leadership Course
The Chief Master Sergeant Leadership Course is a capstone professional military education program designed to prepare senior enlisted leaders for high-level leadership and strategic responsibilities in the U.S. Air Force.
E. Regular Officer Training Plan
The Regular Officer Training Plan is a Canadian Armed Forces program that educates and trains officer cadets at institutions like the Royal Military College of Canada while sponsoring their university studies in return for subsequent military service.
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: Professional Officer Course
Triple: [Air Force ROTC, component, Professional Officer Course]

Generated description

The Professional Officer Course is the advanced, upper-level phase of Air Force ROTC in which selected college students receive intensive leadership training and preparation for commissioning as Air Force officers.

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

Target entity: Professional Officer Course
Target entity description: The Professional Officer Course is the advanced, upper-level phase of Air Force ROTC in which selected college students receive intensive leadership training and preparation for commissioning as Air Force officers.

A. 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.
B. Officer Candidates Course
Officer Candidates Course is a rigorous training and evaluation program designed to screen and prepare prospective military officers for commissioning.
C. 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.
D. Chief Master Sergeant Leadership Course
The Chief Master Sergeant Leadership Course is a capstone professional military education program designed to prepare senior enlisted leaders for high-level leadership and strategic responsibilities in the U.S. Air Force.
E. Regular Officer Training Plan
The Regular Officer Training Plan is a Canadian Armed Forces program that educates and trains officer cadets at institutions like the Royal Military College of Canada while sponsoring their university studies in return for subsequent military service.
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_69ad85dfc4dc8190a441864202ab2a7a`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc3d826d88190b0b50e8592088a36`	completed	March 8, 2026, 6:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b48846af9881909d71d63b8bd8d141`	completed	March 13, 2026, 9:57 p.m.
NEDg	Description generation	`batch_69b4898cae348190871b63b8aabef963`	completed	March 13, 2026, 10:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69b4af2032188190b29939d5dc19ccd1`	completed	March 14, 2026, 12:43 a.m.

Created at: March 8, 2026, 3:25 p.m.