Triple

T18379369

Position	Surface form	Disambiguated ID	Type / Status
Subject	459th Operations Group	`E446401`	entity
Predicate	subordinateUnit	`P258`	FINISHED
Object	459th Operations Support Squadron The 459th Operations Support Squadron is a U.S. Air Force Reserve unit that provides essential operational support functions—such as training, planning, and airfield services—to enable the flying missions of the 459th Operations Group.	`E1324656`	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: 459th Operations Support Squadron | Statement: [459th Operations Group, subordinateUnit, 459th Operations Support Squadron]

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

Target entity: 459th Operations Support Squadron
Context triple: [459th Operations Group, subordinateUnit, 459th Operations Support Squadron]

A. 459th Mission Support Group
The 459th Mission Support Group is a unit of the U.S. Air Force Reserve responsible for providing essential base support, logistics, and personnel services to enable the operations of the 459th Air Refueling Wing.
B. 459th Maintenance Group
The 459th Maintenance Group is a U.S. Air Force Reserve unit responsible for maintaining and supporting the aircraft and equipment of the 459th Air Refueling Wing.
C. 459th Operations Group
The 459th Operations Group is a U.S. Air Force Reserve unit responsible for conducting aerial refueling and associated flying operations under the 459th Air Refueling Wing.
D. 19 Mission Support Squadron
The 19 Mission Support Squadron is a Royal Canadian Air Force unit that provides essential operational, logistical, and administrative support functions at CFB Comox.
E. 509th Mission Support Group
The 509th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and services to enable the operations of the 509th Bomb Wing and associated missions.
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: 459th Operations Support Squadron
Triple: [459th Operations Group, subordinateUnit, 459th Operations Support Squadron]

Generated description

The 459th Operations Support Squadron is a U.S. Air Force Reserve unit that provides essential operational support functions—such as training, planning, and airfield services—to enable the flying missions of the 459th Operations Group.

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

Target entity: 459th Operations Support Squadron
Target entity description: The 459th Operations Support Squadron is a U.S. Air Force Reserve unit that provides essential operational support functions—such as training, planning, and airfield services—to enable the flying missions of the 459th Operations Group.

A. 459th Mission Support Group
The 459th Mission Support Group is a unit of the U.S. Air Force Reserve responsible for providing essential base support, logistics, and personnel services to enable the operations of the 459th Air Refueling Wing.
B. 459th Maintenance Group
The 459th Maintenance Group is a U.S. Air Force Reserve unit responsible for maintaining and supporting the aircraft and equipment of the 459th Air Refueling Wing.
C. 459th Operations Group
The 459th Operations Group is a U.S. Air Force Reserve unit responsible for conducting aerial refueling and associated flying operations under the 459th Air Refueling Wing.
D. 19 Mission Support Squadron
The 19 Mission Support Squadron is a Royal Canadian Air Force unit that provides essential operational, logistical, and administrative support functions at CFB Comox.
E. 509th Mission Support Group
The 509th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and services to enable the operations of the 509th Bomb Wing and associated missions.
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_69d8b9f370b88190b1e5081c2c238e7f`	completed	April 10, 2026, 8:50 a.m.
NER	Named-entity recognition	`batch_69e51799e0f4819089e8af04888549bf`	completed	April 19, 2026, 5:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a040fd060ac819085c23e931203ec3d`	completed	May 13, 2026, 5:44 a.m.
NEDg	Description generation	`batch_6a0410995964819093a16a750fd81319`	completed	May 13, 2026, 5:48 a.m.
NED2	Entity disambiguation (via description)	`batch_6a04110bce308190b2c6f0c78708b84d`	completed	May 13, 2026, 5:50 a.m.

Created at: April 10, 2026, 10:45 a.m.