Triple

T7768019

Position	Surface form	Disambiguated ID	Type / Status
Subject	Beale Air Force Base	`E178998`	entity
Predicate	hostsUnit	`P3556`	FINISHED
Object	548th Intelligence, Surveillance and Reconnaissance Group The 548th Intelligence, Surveillance and Reconnaissance Group is a U.S. Air Force unit responsible for collecting, analyzing, and disseminating intelligence from various airborne and space-based sensors to support military operations.	`E687273`	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: 548th Intelligence, Surveillance and Reconnaissance Group | Statement: [Beale Air Force Base, hostsUnit, 548th Intelligence, Surveillance and Reconnaissance Group]

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

Target entity: 548th Intelligence, Surveillance and Reconnaissance Group
Context triple: [Beale Air Force Base, hostsUnit, 548th Intelligence, Surveillance and Reconnaissance Group]

A. No. 1 ISR Wing
No. 1 ISR Wing is a military aviation unit specializing in intelligence gathering, surveillance, and reconnaissance operations.
B. 706th Military Intelligence Group
The 706th Military Intelligence Group is a specialized U.S. Army unit focused on signals intelligence and electronic warfare in support of national and tactical operations.
C. 902nd Military Intelligence Group
The 902nd Military Intelligence Group is a U.S. Army unit responsible for conducting counterintelligence and related security operations to protect Army forces and information.
D. 844th Communications Group
The 844th Communications Group is a U.S. Air Force unit responsible for providing communications and information technology support within the National Capital Region.
E. 4th Special Operations Squadron
The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
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: 548th Intelligence, Surveillance and Reconnaissance Group
Triple: [Beale Air Force Base, hostsUnit, 548th Intelligence, Surveillance and Reconnaissance Group]

Generated description

The 548th Intelligence, Surveillance and Reconnaissance Group is a U.S. Air Force unit responsible for collecting, analyzing, and disseminating intelligence from various airborne and space-based sensors to support military operations.

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

Target entity: 548th Intelligence, Surveillance and Reconnaissance Group
Target entity description: The 548th Intelligence, Surveillance and Reconnaissance Group is a U.S. Air Force unit responsible for collecting, analyzing, and disseminating intelligence from various airborne and space-based sensors to support military operations.

A. No. 1 ISR Wing
No. 1 ISR Wing is a military aviation unit specializing in intelligence gathering, surveillance, and reconnaissance operations.
B. 706th Military Intelligence Group
The 706th Military Intelligence Group is a specialized U.S. Army unit focused on signals intelligence and electronic warfare in support of national and tactical operations.
C. 902nd Military Intelligence Group
The 902nd Military Intelligence Group is a U.S. Army unit responsible for conducting counterintelligence and related security operations to protect Army forces and information.
D. 844th Communications Group
The 844th Communications Group is a U.S. Air Force unit responsible for providing communications and information technology support within the National Capital Region.
E. 4th Special Operations Squadron
The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
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_69c69f30602c819082ab52cd4af5c592`	completed	March 27, 2026, 3:16 p.m.
NER	Named-entity recognition	`batch_69c70435b7f88190a5e68e6ae701c58f`	completed	March 27, 2026, 10:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8c7e4976c81909ff34dcdcae96999`	completed	March 29, 2026, 6:34 a.m.
NEDg	Description generation	`batch_69c8c8b75b848190a67de2040d563f86`	completed	March 29, 2026, 6:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8c941814081909d299df5cd714c71`	completed	March 29, 2026, 6:40 a.m.

Created at: March 27, 2026, 4:11 p.m.