Triple

T15563456

Position	Surface form	Disambiguated ID	Type / Status
Subject	435th Air Ground Operations Wing	`E371054`	entity
Predicate	component	`P35`	FINISHED
Object	435th Contingency Response Squadron The 435th Contingency Response Squadron is a U.S. Air Force unit specialized in rapidly deploying to establish and manage airfield and air mobility operations in austere or contingency environments.	`E1163555`	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 Contingency Response Squadron | Statement: [435th Air Ground Operations Wing, component, 435th Contingency Response Squadron]

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

Target entity: 435th Contingency Response Squadron
Context triple: [435th Air Ground Operations Wing, component, 435th Contingency Response Squadron]

A. 621st Contingency Response Wing
The 621st Contingency Response Wing is a specialized U.S. Air Force unit that rapidly deploys to establish and manage air mobility operations in support of global military, humanitarian, and disaster-relief missions.
B. 435th Air Ground Operations Wing
The 435th Air Ground Operations Wing is a U.S. Air Force unit that provides specialized air-ground support, including command and control, tactical air control, and contingency response capabilities, primarily within the European theater.
C. 37th Contracting Squadron
The 37th Contracting Squadron is a U.S. Air Force unit responsible for providing acquisition and contracting support for missions and operations at Joint Base San Antonio–Lackland.
D. 42nd Comptroller Squadron
The 42nd Comptroller Squadron is a United States Air Force financial management and comptroller unit responsible for budgeting, accounting, and fiscal services in support of the 42nd Air Base Wing.
E. 325th Security Forces Squadron
The 325th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Tyndall Air Force Base.
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 Contingency Response Squadron
Triple: [435th Air Ground Operations Wing, component, 435th Contingency Response Squadron]

Generated description

The 435th Contingency Response Squadron is a U.S. Air Force unit specialized in rapidly deploying to establish and manage airfield and air mobility operations in austere or contingency environments.

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

Target entity: 435th Contingency Response Squadron
Target entity description: The 435th Contingency Response Squadron is a U.S. Air Force unit specialized in rapidly deploying to establish and manage airfield and air mobility operations in austere or contingency environments.

A. 621st Contingency Response Wing
The 621st Contingency Response Wing is a specialized U.S. Air Force unit that rapidly deploys to establish and manage air mobility operations in support of global military, humanitarian, and disaster-relief missions.
B. 435th Air Ground Operations Wing
The 435th Air Ground Operations Wing is a U.S. Air Force unit that provides specialized air-ground support, including command and control, tactical air control, and contingency response capabilities, primarily within the European theater.
C. 37th Contracting Squadron
The 37th Contracting Squadron is a U.S. Air Force unit responsible for providing acquisition and contracting support for missions and operations at Joint Base San Antonio–Lackland.
D. 42nd Comptroller Squadron
The 42nd Comptroller Squadron is a United States Air Force financial management and comptroller unit responsible for budgeting, accounting, and fiscal services in support of the 42nd Air Base Wing.
E. 325th Security Forces Squadron
The 325th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Tyndall Air Force Base.
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.