Triple

T10145233

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Air Force museums	`E231685`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	United States Air Force historical studies United States Air Force historical studies are scholarly research works and analyses that document, interpret, and preserve the history, operations, and evolution of the U.S. Air Force.	`E844424`	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 historical studies | Statement: [United States Air Force museums, relatedTo, United States Air Force historical studies]

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

Target entity: United States Air Force historical studies
Context triple: [United States Air Force museums, relatedTo, United States Air Force historical studies]

A. Air Combat Forces of the United States
The Air Combat Forces of the United States is the overarching U.S. military structure responsible for organizing, training, and equipping air combat units and commands for national defense and global operations.
B. Air Power and Armies
"Air Power and Armies" is a seminal military theory book by John Slessor that analyzes the strategic role of air power in supporting and transforming land warfare.
C. United States Air Force Warfare Center
The United States Air Force Warfare Center is a major USAF organization responsible for advanced training, testing, tactics development, and operational integration of air, space, and cyber capabilities.
D. Academia da Força Aérea
Academia da Força Aérea is Brazil’s military academy responsible for training and educating future officers of the Brazilian Air Force.
E. System of Cooperation Among the American Air Forces
The System of Cooperation Among the American Air Forces is a multinational framework that promotes collaboration, interoperability, and mutual support among the air forces of countries in the Americas.
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 historical studies
Triple: [United States Air Force museums, relatedTo, United States Air Force historical studies]

Generated description

United States Air Force historical studies are scholarly research works and analyses that document, interpret, and preserve the history, operations, and evolution of the U.S. Air Force.

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

Target entity: United States Air Force historical studies
Target entity description: United States Air Force historical studies are scholarly research works and analyses that document, interpret, and preserve the history, operations, and evolution of the U.S. Air Force.

A. Air Combat Forces of the United States
The Air Combat Forces of the United States is the overarching U.S. military structure responsible for organizing, training, and equipping air combat units and commands for national defense and global operations.
B. Air Power and Armies
"Air Power and Armies" is a seminal military theory book by John Slessor that analyzes the strategic role of air power in supporting and transforming land warfare.
C. United States Air Force Warfare Center
The United States Air Force Warfare Center is a major USAF organization responsible for advanced training, testing, tactics development, and operational integration of air, space, and cyber capabilities.
D. Academia da Força Aérea
Academia da Força Aérea is Brazil’s military academy responsible for training and educating future officers of the Brazilian Air Force.
E. System of Cooperation Among the American Air Forces
The System of Cooperation Among the American Air Forces is a multinational framework that promotes collaboration, interoperability, and mutual support among the air forces of countries in the Americas.
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_69ca848364f881908a24366a6feec1db`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cdeb2a373081908615f7b2314e7f90`	completed	April 2, 2026, 4:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d2e62236c88190a6ddaf4957cb8b5f`	completed	April 5, 2026, 10:45 p.m.
NEDg	Description generation	`batch_69d2e73fd6988190a338a9e49dc3671b`	completed	April 5, 2026, 10:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69d2e8c425b88190b20f1706fe3343f4`	completed	April 5, 2026, 10:57 p.m.

Created at: March 30, 2026, 9:07 p.m.