Triple

T258429

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Army Air Forces	`E5487`	entity
Predicate	formedFrom	`P402`	FINISHED
Object	United States Army Air Corps The United States Army Air Corps was the aerial warfare branch of the U.S. Army that served as the direct predecessor to the United States Army Air Forces and, ultimately, the independent U.S. Air Force.	`E36581`	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 Army Air Corps | Statement: [United States Army Air Forces, formedFrom, United States Army Air Corps]

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

Target entity: United States Army Air Corps
Context triple: [United States Army Air Forces, formedFrom, United States Army Air Corps]

A. United States Army Air Forces
The United States Army Air Forces was the aerial warfare service component of the U.S. Army during World War II and the direct predecessor of the independent United States Air Force.
B. Army Air Corps
The Army Air Corps is the British Army’s aviation branch, providing battlefield helicopters, reconnaissance, and close air support to ground forces.
C. United States Air Force
The United States Air Force is the aerial and space warfare service branch of the U.S. Armed Forces, responsible for air superiority, global strike, rapid mobility, intelligence, surveillance, and reconnaissance operations.
D. Fifteenth Air Force
The Fifteenth Air Force was a major United States Army Air Forces strategic bombing formation in World War II, operating primarily from bases in Italy to strike industrial and military targets across Germany and occupied Europe.
E. Allied Expeditionary Air Force
The Allied Expeditionary Air Force was the combined air command of the Western Allies in northwest Europe during World War II, coordinating tactical air operations in support of the D-Day landings and subsequent campaigns.
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 Army Air Corps
Triple: [United States Army Air Forces, formedFrom, United States Army Air Corps]

Generated description

The United States Army Air Corps was the aerial warfare branch of the U.S. Army that served as the direct predecessor to the United States Army Air Forces and, ultimately, the independent U.S. Air Force.

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

Target entity: United States Army Air Corps
Target entity description: The United States Army Air Corps was the aerial warfare branch of the U.S. Army that served as the direct predecessor to the United States Army Air Forces and, ultimately, the independent U.S. Air Force.

A. United States Army Air Forces
The United States Army Air Forces was the aerial warfare service component of the U.S. Army during World War II and the direct predecessor of the independent United States Air Force.
B. Army Air Corps
The Army Air Corps is the British Army’s aviation branch, providing battlefield helicopters, reconnaissance, and close air support to ground forces.
C. United States Air Force
The United States Air Force is the aerial and space warfare service branch of the U.S. Armed Forces, responsible for air superiority, global strike, rapid mobility, intelligence, surveillance, and reconnaissance operations.
D. Fifteenth Air Force
The Fifteenth Air Force was a major United States Army Air Forces strategic bombing formation in World War II, operating primarily from bases in Italy to strike industrial and military targets across Germany and occupied Europe.
E. Allied Expeditionary Air Force
The Allied Expeditionary Air Force was the combined air command of the Western Allies in northwest Europe during World War II, coordinating tactical air operations in support of the D-Day landings and subsequent campaigns.
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_69a2580a64ac8190ad76e34bb0715b5e`	completed	Feb. 28, 2026, 2:50 a.m.
NER	Named-entity recognition	`batch_69a25d703e688190bb86c69527e306f5`	completed	Feb. 28, 2026, 3:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a399a2991c8190a3f79aa899720a7c`	completed	March 1, 2026, 1:42 a.m.
NEDg	Description generation	`batch_69a39afffa5c8190a71e91cbea794197`	completed	March 1, 2026, 1:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69a39b7aac5881908b2efeaae2603555`	completed	March 1, 2026, 1:50 a.m.

Created at: Feb. 28, 2026, 2:55 a.m.