Triple

T3661994

Position	Surface form	Disambiguated ID	Type / Status
Subject	Air Force ROTC	`E77670`	entity
Predicate	partOf	`P40`	FINISHED
Object	U.S. Reserve Officers' Training Corps The U.S. Reserve Officers' Training Corps is a college-based program that prepares and commissions officers for the United States armed forces through military training and education alongside regular academic studies.	`E377790`	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: U.S. Reserve Officers' Training Corps | Statement: [Air Force ROTC, partOf, U.S. Reserve Officers' Training Corps]

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

Target entity: U.S. Reserve Officers' Training Corps
Context triple: [Air Force ROTC, partOf, U.S. Reserve Officers' Training Corps]

A. United States Army Junior Reserve Officers’ Training Corps
The United States Army Junior Reserve Officers’ Training Corps is a high school–level leadership and citizenship development program sponsored by the U.S. Army that teaches military-style discipline, teamwork, and civic responsibility.
B. Navy ROTC
Navy ROTC is a U.S. military officer training program for college students that prepares them for commissioning into the Navy or Marine Corps while they complete their undergraduate degrees.
C. Air Force Junior ROTC
Air Force Junior ROTC is a high school–level U.S. Air Force–sponsored leadership and citizenship program that teaches aerospace science, discipline, and community service to students.
D. Corps of Cadets
The Corps of Cadets is the organized student military body at The Citadel that lives under a disciplined, regimented system of leadership training and academic study.
E. U.S. Army Cadet Command
U.S. Army Cadet Command is the organization responsible for overseeing Army ROTC and related officer training programs that develop future leaders for the United States 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: U.S. Reserve Officers' Training Corps
Triple: [Air Force ROTC, partOf, U.S. Reserve Officers' Training Corps]

Generated description

The U.S. Reserve Officers' Training Corps is a college-based program that prepares and commissions officers for the United States armed forces through military training and education alongside regular academic studies.

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

Target entity: U.S. Reserve Officers' Training Corps
Target entity description: The U.S. Reserve Officers' Training Corps is a college-based program that prepares and commissions officers for the United States armed forces through military training and education alongside regular academic studies.

A. United States Army Junior Reserve Officers’ Training Corps
The United States Army Junior Reserve Officers’ Training Corps is a high school–level leadership and citizenship development program sponsored by the U.S. Army that teaches military-style discipline, teamwork, and civic responsibility.
B. Navy ROTC
Navy ROTC is a U.S. military officer training program for college students that prepares them for commissioning into the Navy or Marine Corps while they complete their undergraduate degrees.
C. Air Force Junior ROTC
Air Force Junior ROTC is a high school–level U.S. Air Force–sponsored leadership and citizenship program that teaches aerospace science, discipline, and community service to students.
D. Corps of Cadets
The Corps of Cadets is the organized student military body at The Citadel that lives under a disciplined, regimented system of leadership training and academic study.
E. U.S. Army Cadet Command
U.S. Army Cadet Command is the organization responsible for overseeing Army ROTC and related officer training programs that develop future leaders for the United States 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_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.