Triple

T8669969

Position	Surface form	Disambiguated ID	Type / Status
Subject	24th Special Operations Wing	`E205769`	entity
Predicate	component	`P35`	FINISHED
Object	724th Special Tactics Group The 724th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and deploys elite special tactics airmen for global special operations missions.	`E756209`	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: 724th Special Tactics Group | Statement: [24th Special Operations Wing, component, 724th Special Tactics Group]

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

Target entity: 724th Special Tactics Group
Context triple: [24th Special Operations Wing, component, 724th Special Tactics Group]

A. 720th Special Tactics Group
The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
B. 24th Special Tactics Squadron
The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
C. 27th Special Operations Group
The 27th Special Operations Group is a U.S. Air Force unit that conducts specialized air operations, including infiltration, exfiltration, and resupply of special operations forces, often using a variety of fixed-wing and rotary aircraft.
D. Special Warfare Training Group
The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
E. 20th Special Forces Group (Airborne)
The 20th Special Forces Group (Airborne) is a U.S. Army National Guard Special Forces unit specializing in unconventional warfare, foreign internal defense, and other special operations 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: 724th Special Tactics Group
Triple: [24th Special Operations Wing, component, 724th Special Tactics Group]

Generated description

The 724th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and deploys elite special tactics airmen for global special operations missions.

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

Target entity: 724th Special Tactics Group
Target entity description: The 724th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and deploys elite special tactics airmen for global special operations missions.

A. 720th Special Tactics Group
The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
B. 24th Special Tactics Squadron
The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
C. 27th Special Operations Group
The 27th Special Operations Group is a U.S. Air Force unit that conducts specialized air operations, including infiltration, exfiltration, and resupply of special operations forces, often using a variety of fixed-wing and rotary aircraft.
D. Special Warfare Training Group
The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
E. 20th Special Forces Group (Airborne)
The 20th Special Forces Group (Airborne) is a U.S. Army National Guard Special Forces unit specializing in unconventional warfare, foreign internal defense, and other special operations 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_69ca83516ae88190aefe034b3bc589e3`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc4917cb9881909a73b74e54250613`	completed	March 31, 2026, 10:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf5157c2bc81908b86057779053e64`	completed	April 3, 2026, 5:34 a.m.
NEDg	Description generation	`batch_69cf52f0886881909ceb9fbe54f84d11`	completed	April 3, 2026, 5:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf53bc19fc81908f43c3fa29bae021`	completed	April 3, 2026, 5:44 a.m.

Created at: March 30, 2026, 6:31 p.m.