Triple

T15563458

Position	Surface form	Disambiguated ID	Type / Status
Subject	435th Air Ground Operations Wing	`E371054`	entity
Predicate	component	`P35`	FINISHED
Object	1st Air and Space Communications Operations Squadron The 1st Air and Space Communications Operations Squadron is a U.S. Air Force unit that provides specialized communications and information systems support for air and space operations.	`E1163556`	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: 1st Air and Space Communications Operations Squadron | Statement: [435th Air Ground Operations Wing, component, 1st Air and Space Communications Operations Squadron]

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

Target entity: 1st Air and Space Communications Operations Squadron
Context triple: [435th Air Ground Operations Wing, component, 1st Air and Space Communications Operations Squadron]

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. 611th Air Communications Squadron
The 611th Air Communications Squadron is a United States Air Force unit that provides communications and information systems support for operations under the Eleventh Air Force, particularly in the Alaska region.
C. 310th Communications Flight
The 310th Communications Flight is a unit within the U.S. Space Force’s 310th Space Wing that provides communications and information technology support for the wing’s space operations.
D. 316th Communications Squadron
The 316th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 316th Wing.
E. 54th Combat Communications Squadron
The 54th Combat Communications Squadron is a U.S. Space Force unit that provides rapidly deployable communications and cyber support for space operations and joint forces.
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: 1st Air and Space Communications Operations Squadron
Triple: [435th Air Ground Operations Wing, component, 1st Air and Space Communications Operations Squadron]

Generated description

The 1st Air and Space Communications Operations Squadron is a U.S. Air Force unit that provides specialized communications and information systems support for air and space operations.

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

Target entity: 1st Air and Space Communications Operations Squadron
Target entity description: The 1st Air and Space Communications Operations Squadron is a U.S. Air Force unit that provides specialized communications and information systems support for air and space operations.

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. 611th Air Communications Squadron
The 611th Air Communications Squadron is a United States Air Force unit that provides communications and information systems support for operations under the Eleventh Air Force, particularly in the Alaska region.
C. 310th Communications Flight
The 310th Communications Flight is a unit within the U.S. Space Force’s 310th Space Wing that provides communications and information technology support for the wing’s space operations.
D. 316th Communications Squadron
The 316th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 316th Wing.
E. 54th Combat Communications Squadron
The 54th Combat Communications Squadron is a U.S. Space Force unit that provides rapidly deployable communications and cyber support for space operations and joint forces.
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.