Triple

T1035027

Position	Surface form	Disambiguated ID	Type / Status
Subject	Operation Gothic Serpent	`E22340`	entity
Predicate	involves	`P1256`	FINISHED
Object	1st Special Forces Operational Detachment-Delta The 1st Special Forces Operational Detachment-Delta, commonly known as Delta Force, is an elite, highly secretive U.S. Army special operations unit specializing in counterterrorism, hostage rescue, and high-risk direct action missions.	`E129765`	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 Special Forces Operational Detachment-Delta | Statement: [Operation Gothic Serpent, involves, 1st Special Forces Operational Detachment-Delta]

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

Target entity: 1st Special Forces Operational Detachment-Delta
Context triple: [Operation Gothic Serpent, involves, 1st Special Forces Operational Detachment-Delta]

A. United States Army Rangers
The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
B. MARSOC Raiders
MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
C. Special Forces Support Group
The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
D. Navy SEALs
The Navy SEALs are an elite U.S. Navy special operations force renowned for conducting high-risk maritime, counterterrorism, and unconventional warfare missions worldwide.
E. U.S. Special Operations Command
U.S. Special Operations Command is a unified U.S. military command responsible for overseeing and coordinating the special operations forces of all service branches for missions such as counterterrorism, unconventional warfare, and special reconnaissance.
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 Special Forces Operational Detachment-Delta
Triple: [Operation Gothic Serpent, involves, 1st Special Forces Operational Detachment-Delta]

Generated description

The 1st Special Forces Operational Detachment-Delta, commonly known as Delta Force, is an elite, highly secretive U.S. Army special operations unit specializing in counterterrorism, hostage rescue, and high-risk direct action missions.

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

Target entity: 1st Special Forces Operational Detachment-Delta
Target entity description: The 1st Special Forces Operational Detachment-Delta, commonly known as Delta Force, is an elite, highly secretive U.S. Army special operations unit specializing in counterterrorism, hostage rescue, and high-risk direct action missions.

A. United States Army Rangers
The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
B. MARSOC Raiders
MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
C. Special Forces Support Group
The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
D. Navy SEALs
The Navy SEALs are an elite U.S. Navy special operations force renowned for conducting high-risk maritime, counterterrorism, and unconventional warfare missions worldwide.
E. U.S. Special Operations Command
U.S. Special Operations Command is a unified U.S. military command responsible for overseeing and coordinating the special operations forces of all service branches for missions such as counterterrorism, unconventional warfare, and special reconnaissance.
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_69a493d848848190aed4011b34b2e8d3`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b814c16c8190ac4d20feecdadbae`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac59978cb4819098118b6348b8a55a`	completed	March 7, 2026, 5 p.m.
NEDg	Description generation	`batch_69ac5aad04f48190b04a57eeb9f83a18`	completed	March 7, 2026, 5:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac5b0ff7708190b8b69e06f11b83d7`	completed	March 7, 2026, 5:06 p.m.

Created at: March 1, 2026, 7:41 p.m.