Triple

T15563454

Position	Surface form	Disambiguated ID	Type / Status
Subject	435th Air Ground Operations Wing	`E371054`	entity
Predicate	component	`P35`	FINISHED
Object	435th Air and Space Communications Group The 435th Air and Space Communications Group is a U.S. Air Force unit that provides specialized communications and information systems support to enable air and space operations for its parent wing and allied missions.	`E1163553`	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: 435th Air and Space Communications Group | Statement: [435th Air Ground Operations Wing, component, 435th Air and Space Communications Group]

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

Target entity: 435th Air and Space Communications Group
Context triple: [435th Air Ground Operations Wing, component, 435th Air and Space Communications Group]

A. 613th Air Communications Squadron
The 613th Air Communications Squadron is a U.S. Air Force unit that provides communications and information systems support for Pacific theater air operations from Joint Base Pearl Harbor–Hickam in Hawaii.
B. 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.
C. 4th Space Control Squadron
The 4th Space Control Squadron is a United States Space Force unit responsible for conducting space control operations to ensure freedom of action in space and deny adversaries the same.
D. 53rd Electronic Warfare Group
The 53rd Electronic Warfare Group is a U.S. Air Force unit responsible for developing, testing, and evaluating electronic warfare systems and tactics to enhance combat effectiveness and survivability.
E. 53rd Test and Evaluation Group
The 53rd Test and Evaluation Group is a U.S. Air Force unit responsible for operational testing and evaluation of advanced aircraft, weapons, and related systems to ensure their effectiveness and suitability for combat.
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: 435th Air and Space Communications Group
Triple: [435th Air Ground Operations Wing, component, 435th Air and Space Communications Group]

Generated description

The 435th Air and Space Communications Group is a U.S. Air Force unit that provides specialized communications and information systems support to enable air and space operations for its parent wing and allied missions.

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

Target entity: 435th Air and Space Communications Group
Target entity description: The 435th Air and Space Communications Group is a U.S. Air Force unit that provides specialized communications and information systems support to enable air and space operations for its parent wing and allied missions.

A. 613th Air Communications Squadron
The 613th Air Communications Squadron is a U.S. Air Force unit that provides communications and information systems support for Pacific theater air operations from Joint Base Pearl Harbor–Hickam in Hawaii.
B. 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.
C. 4th Space Control Squadron
The 4th Space Control Squadron is a United States Space Force unit responsible for conducting space control operations to ensure freedom of action in space and deny adversaries the same.
D. 53rd Electronic Warfare Group
The 53rd Electronic Warfare Group is a U.S. Air Force unit responsible for developing, testing, and evaluating electronic warfare systems and tactics to enhance combat effectiveness and survivability.
E. 53rd Test and Evaluation Group
The 53rd Test and Evaluation Group is a U.S. Air Force unit responsible for operational testing and evaluation of advanced aircraft, weapons, and related systems to ensure their effectiveness and suitability for combat.
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_69d85cc6cf40819091f4a5facee1ebe6`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ddc66448190948280fb0c8d390c`	completed	April 16, 2026, 2:47 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff456821988190971539b683f6c656`	completed	May 9, 2026, 2:32 p.m.
NEDg	Description generation	`batch_69ff46f44b2c81909f65f0ab455c6549`	completed	May 9, 2026, 2:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff477a63b48190a453cf669dfda228`	completed	May 9, 2026, 2:40 p.m.

Created at: April 10, 2026, 4:09 a.m.