Triple

T11315132

Position	Surface form	Disambiguated ID	Type / Status
Subject	310th Operations Group	`E267945`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	310th Operations Support Squadron The 310th Operations Support Squadron is a U.S. Air Force unit that provides essential operational planning, training, and support functions to enable the missions of the 310th Operations Group.	`E917467`	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: 310th Operations Support Squadron | Statement: [310th Operations Group, hasComponent, 310th Operations Support Squadron]

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

Target entity: 310th Operations Support Squadron
Context triple: [310th Operations Group, hasComponent, 310th Operations Support Squadron]

A. 310th Force Support Squadron
The 310th Force Support Squadron is a U.S. Air Force unit that provides personnel, morale, welfare, and support services to members of the 310th Space Wing.
B. 310th Security Forces Squadron
The 310th Security Forces Squadron is a U.S. Air Force unit that provides law enforcement, security, and force protection support for the 310th Space Wing and its space operations.
C. 316th Force Support Squadron
The 316th Force Support Squadron is a U.S. Air Force unit responsible for personnel, morale, welfare, recreation, and related support services for airmen and their families within the 316th Wing.
D. 412th Operations Support Squadron
The 412th Operations Support Squadron is a U.S. Air Force unit that provides essential operational planning, training, and support services to enable the flight test and evaluation missions of the 412th Operations Group at Edwards Air Force Base.
E. 310th Logistics Readiness Flight
The 310th Logistics Readiness Flight is a support unit within the U.S. Air Force Reserve’s 310th Space Wing that provides logistics, supply, and transportation services to enable the wing’s space operations mission.
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: 310th Operations Support Squadron
Triple: [310th Operations Group, hasComponent, 310th Operations Support Squadron]

Generated description

The 310th Operations Support Squadron is a U.S. Air Force unit that provides essential operational planning, training, and support functions to enable the missions of the 310th Operations Group.

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

Target entity: 310th Operations Support Squadron
Target entity description: The 310th Operations Support Squadron is a U.S. Air Force unit that provides essential operational planning, training, and support functions to enable the missions of the 310th Operations Group.

A. 310th Force Support Squadron
The 310th Force Support Squadron is a U.S. Air Force unit that provides personnel, morale, welfare, and support services to members of the 310th Space Wing.
B. 310th Security Forces Squadron
The 310th Security Forces Squadron is a U.S. Air Force unit that provides law enforcement, security, and force protection support for the 310th Space Wing and its space operations.
C. 316th Force Support Squadron
The 316th Force Support Squadron is a U.S. Air Force unit responsible for personnel, morale, welfare, recreation, and related support services for airmen and their families within the 316th Wing.
D. 412th Operations Support Squadron
The 412th Operations Support Squadron is a U.S. Air Force unit that provides essential operational planning, training, and support services to enable the flight test and evaluation missions of the 412th Operations Group at Edwards Air Force Base.
E. 310th Logistics Readiness Flight
The 310th Logistics Readiness Flight is a support unit within the U.S. Air Force Reserve’s 310th Space Wing that provides logistics, supply, and transportation services to enable the wing’s space operations mission.
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_69d6aaca5c24819083db46a30d86cb34`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e9c2c7b081909af8acebc8aa93aa`	completed	April 9, 2026, 6:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e50a9e66588190b71e0f60133a8995`	completed	April 19, 2026, 5:02 p.m.
NEDg	Description generation	`batch_69e510fc537c8190bbf11c8fd6e5764b`	completed	April 19, 2026, 5:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69e516d0910481908fee176db0d9229b`	completed	April 19, 2026, 5:54 p.m.

Created at: April 8, 2026, 9:32 p.m.