Triple

T258460

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Army Air Forces	`E5487`	entity
Predicate	component	`P35`	FINISHED
Object	Air Transport Command Air Transport Command was the United States Army Air Forces organization responsible for managing and operating global airlift and transport operations during World War II.	`E41028`	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 Transport Command | Statement: [United States Army Air Forces, component, Air Transport Command]

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

Target entity: Air Transport Command
Context triple: [United States Army Air Forces, component, Air Transport Command]

A. 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.
B. Twentieth Air Force
Twentieth Air Force was a major World War II strategic bombing formation of the United States Army Air Forces, best known for its B-29 Superfortress operations against Japan, including the atomic bomb missions.
C. 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.
D. Ninth Air Force
Ninth Air Force was a major tactical air force of the United States Army Air Forces in World War II, best known for its close air support and air-ground operations in the European Theater, particularly during and after the D-Day invasion.
E. 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.
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 Transport Command
Triple: [United States Army Air Forces, component, Air Transport Command]

Generated description

Air Transport Command was the United States Army Air Forces organization responsible for managing and operating global airlift and transport operations during World War II.

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

Target entity: Air Transport Command
Target entity description: Air Transport Command was the United States Army Air Forces organization responsible for managing and operating global airlift and transport operations during World War II.

A. 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.
B. Twentieth Air Force
Twentieth Air Force was a major World War II strategic bombing formation of the United States Army Air Forces, best known for its B-29 Superfortress operations against Japan, including the atomic bomb missions.
C. 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.
D. Ninth Air Force
Ninth Air Force was a major tactical air force of the United States Army Air Forces in World War II, best known for its close air support and air-ground operations in the European Theater, particularly during and after the D-Day invasion.
E. 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.
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_69a3c8b2a8a081908b45c15fae160d9e`	completed	March 1, 2026, 5:03 a.m.
NEDg	Description generation	`batch_69a3c933bb948190a11fa7c5500391be`	completed	March 1, 2026, 5:05 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3c9f98dec8190bec247226cdb09af`	completed	March 1, 2026, 5:09 a.m.

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