Triple

T13497097

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Air and Space Intelligence Center	`E320789`	entity
Predicate	formerlyKnownAs	`P65`	FINISHED
Object	Air Force Foreign Technology Division The Air Force Foreign Technology Division was a U.S. Air Force intelligence organization responsible for analyzing and assessing foreign aerospace technologies, later reorganized as the National Air and Space Intelligence Center.	`E1042148`	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 Foreign Technology Division | Statement: [National Air and Space Intelligence Center, formerlyKnownAs, Air Force Foreign Technology Division]

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

Target entity: Air Force Foreign Technology Division
Context triple: [National Air and Space Intelligence Center, formerlyKnownAs, Air Force Foreign Technology Division]

A. Air Force Technical Applications Center
The Air Force Technical Applications Center is a United States Air Force organization responsible for monitoring nuclear treaty compliance and global nuclear events through specialized technical surveillance and analysis.
B. Air Force Research Institute
The Air Force Research Institute is a think tank within the U.S. Air Force’s Air University that conducts research and analysis on air, space, and cyberspace power to inform doctrine, strategy, and policy.
C. Air Force Test Center
The Air Force Test Center is a major U.S. Air Force organization responsible for developmental test and evaluation of aircraft, weapons, and related systems, primarily based at Edwards Air Force Base.
D. Air Force Materiel Command
Air Force Materiel Command is a major U.S. Air Force command responsible for research, development, testing, acquisition, and sustainment of air and space weapon systems.
E. Air Force Research Laboratory
The Air Force Research Laboratory is the primary scientific research and development center for the United States Air Force and Space Force, advancing technologies in areas such as aerospace, materials, sensors, and directed energy.
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 Foreign Technology Division
Triple: [National Air and Space Intelligence Center, formerlyKnownAs, Air Force Foreign Technology Division]

Generated description

The Air Force Foreign Technology Division was a U.S. Air Force intelligence organization responsible for analyzing and assessing foreign aerospace technologies, later reorganized as the National Air and Space Intelligence Center.

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

Target entity: Air Force Foreign Technology Division
Target entity description: The Air Force Foreign Technology Division was a U.S. Air Force intelligence organization responsible for analyzing and assessing foreign aerospace technologies, later reorganized as the National Air and Space Intelligence Center.

A. Air Force Technical Applications Center
The Air Force Technical Applications Center is a United States Air Force organization responsible for monitoring nuclear treaty compliance and global nuclear events through specialized technical surveillance and analysis.
B. Air Force Research Institute
The Air Force Research Institute is a think tank within the U.S. Air Force’s Air University that conducts research and analysis on air, space, and cyberspace power to inform doctrine, strategy, and policy.
C. Air Force Test Center
The Air Force Test Center is a major U.S. Air Force organization responsible for developmental test and evaluation of aircraft, weapons, and related systems, primarily based at Edwards Air Force Base.
D. Air Force Materiel Command
Air Force Materiel Command is a major U.S. Air Force command responsible for research, development, testing, acquisition, and sustainment of air and space weapon systems.
E. Air Force Research Laboratory
The Air Force Research Laboratory is the primary scientific research and development center for the United States Air Force and Space Force, advancing technologies in areas such as aerospace, materials, sensors, and directed energy.
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_69d807629d6c8190998f1b9bb12d2ed0`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbaf4e9ca4819083116890a65389f9`	completed	April 12, 2026, 2:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7464125988190b26390669241cc20`	completed	May 3, 2026, 12:57 p.m.
NEDg	Description generation	`batch_69f74bd2880881909dcc3b1ec72cb3a0`	completed	May 3, 2026, 1:21 p.m.
NED2	Entity disambiguation (via description)	`batch_69f74c616a788190804ae648001f58b8`	completed	May 3, 2026, 1:23 p.m.

Created at: April 9, 2026, 9:43 p.m.