Triple

T3534944

Position	Surface form	Disambiguated ID	Type / Status
Subject	Air Education and Training Command	`E74747`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Air Force Security Assistance Training Squadron The Air Force Security Assistance Training Squadron is a U.S. Air Force unit that provides training and support to international military partners as part of foreign military sales and security cooperation programs.	`E367679`	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: Air Force Security Assistance Training Squadron | Statement: [Air Education and Training Command, hasComponent, Air Force Security Assistance Training Squadron]

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

Target entity: Air Force Security Assistance Training Squadron
Context triple: [Air Education and Training Command, hasComponent, Air Force Security Assistance Training Squadron]

A. Air Education and Training Command
Air Education and Training Command is a major U.S. Air Force command responsible for recruiting, training, and educating airmen and guardians from initial entry through advanced professional development.
B. Army Air Forces Training Command
The Army Air Forces Training Command was the World War II-era organization responsible for overseeing and conducting the training of United States Army Air Forces personnel, including pilots, aircrews, and ground support staff.
C. No. 7 Training Squadron AFC
No. 7 Training Squadron AFC was a World War I-era Australian Flying Corps unit responsible for training aircrew for operational service.
D. Air Corps Tactical School
The Air Corps Tactical School was a pre–World War II U.S. Army Air Corps institution that developed many of the foundational doctrines of modern airpower and strategic bombing.
E. No. 5 Training Squadron AFC
No. 5 Training Squadron AFC was a World War I-era Australian Flying Corps unit responsible for training aircrew for operational 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: Air Force Security Assistance Training Squadron
Triple: [Air Education and Training Command, hasComponent, Air Force Security Assistance Training Squadron]

Generated description

The Air Force Security Assistance Training Squadron is a U.S. Air Force unit that provides training and support to international military partners as part of foreign military sales and security cooperation programs.

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

Target entity: Air Force Security Assistance Training Squadron
Target entity description: The Air Force Security Assistance Training Squadron is a U.S. Air Force unit that provides training and support to international military partners as part of foreign military sales and security cooperation programs.

A. Air Education and Training Command
Air Education and Training Command is a major U.S. Air Force command responsible for recruiting, training, and educating airmen and guardians from initial entry through advanced professional development.
B. Army Air Forces Training Command
The Army Air Forces Training Command was the World War II-era organization responsible for overseeing and conducting the training of United States Army Air Forces personnel, including pilots, aircrews, and ground support staff.
C. No. 7 Training Squadron AFC
No. 7 Training Squadron AFC was a World War I-era Australian Flying Corps unit responsible for training aircrew for operational service.
D. Air Corps Tactical School
The Air Corps Tactical School was a pre–World War II U.S. Army Air Corps institution that developed many of the foundational doctrines of modern airpower and strategic bombing.
E. No. 5 Training Squadron AFC
No. 5 Training Squadron AFC was a World War I-era Australian Flying Corps unit responsible for training aircrew for operational 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_69ad85d1a3948190931fd1ea1f49717b`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbc9cff5c81909011f34c9bf28e11`	completed	March 8, 2026, 6:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b38bcf7ffc81909242cf67f5aa7b3d`	completed	March 13, 2026, 4 a.m.
NEDg	Description generation	`batch_69b38d8287408190933884c2b7bff312`	completed	March 13, 2026, 4:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69b38ddfce348190b5a7d9abdb7a6826`	completed	March 13, 2026, 4:09 a.m.

Created at: March 8, 2026, 3:19 p.m.