Triple

T23424119

Position	Surface form	Disambiguated ID	Type / Status
Subject	lieutenant colonel (United States Air Force Reserve)	`E560744`	entity
Predicate	partOf	`P40`	FINISHED
Object	United States Air Force Reserve rank structure The United States Air Force Reserve rank structure is the hierarchical system of officer and enlisted grades that organizes authority, responsibility, and career progression within the Air Force Reserve.	`E1587221`	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 Air Force Reserve rank structure | Statement: [lieutenant colonel (United States Air Force Reserve), partOf, United States Air Force Reserve rank structure]

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

Target entity: United States Air Force Reserve rank structure
Context triple: [lieutenant colonel (United States Air Force Reserve), partOf, United States Air Force Reserve rank structure]

A. United States Air Force enlisted rank structure
The United States Air Force enlisted rank structure is the hierarchical system of non-officer ranks and titles that organizes enlisted personnel by level of responsibility, authority, and pay grade within the Air Force.
B. United States uniformed services ranks
United States uniformed services ranks are the structured hierarchy of military and commissioned officer grades used across the armed forces and related uniformed organizations of the United States.
C. USSF enlisted rank structure
The USSF enlisted rank structure is the hierarchical system of non-officer grades in the United States Space Force, defining roles, responsibilities, and progression for its enlisted Guardians.
D. Royal Air Force rank structure
The Royal Air Force rank structure is the hierarchical system of commissioned, non-commissioned, and enlisted ranks used to organize authority and responsibilities within the United Kingdom’s air force.
E. U.S. Air Force officers
U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
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 Air Force Reserve rank structure
Triple: [lieutenant colonel (United States Air Force Reserve), partOf, United States Air Force Reserve rank structure]

Generated description

The United States Air Force Reserve rank structure is the hierarchical system of officer and enlisted grades that organizes authority, responsibility, and career progression within the Air Force Reserve.

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

Target entity: United States Air Force Reserve rank structure
Target entity description: The United States Air Force Reserve rank structure is the hierarchical system of officer and enlisted grades that organizes authority, responsibility, and career progression within the Air Force Reserve.

A. United States Air Force enlisted rank structure
The United States Air Force enlisted rank structure is the hierarchical system of non-officer ranks and titles that organizes enlisted personnel by level of responsibility, authority, and pay grade within the Air Force.
B. United States uniformed services ranks
United States uniformed services ranks are the structured hierarchy of military and commissioned officer grades used across the armed forces and related uniformed organizations of the United States.
C. USSF enlisted rank structure
The USSF enlisted rank structure is the hierarchical system of non-officer grades in the United States Space Force, defining roles, responsibilities, and progression for its enlisted Guardians.
D. Royal Air Force rank structure
The Royal Air Force rank structure is the hierarchical system of commissioned, non-commissioned, and enlisted ranks used to organize authority and responsibilities within the United Kingdom’s air force.
E. U.S. Air Force officers
U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
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_69e2454cb1108190ab21ada5411a7146`	completed	April 17, 2026, 2:35 p.m.
NER	Named-entity recognition	`batch_69f1a54838fc8190a3205ca72daaf107`	completed	April 29, 2026, 6:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c67a5972c8190b8f04785bb1817ec`	completed	May 19, 2026, 1:37 p.m.
NEDg	Description generation	`batch_6a0c7216508c81909bd949d50ee2d48b`	completed	May 19, 2026, 2:22 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0c770386a8819098358513016ae5ab`	completed	May 19, 2026, 2:43 p.m.

Created at: April 17, 2026, 5:47 p.m.