Triple

T45525

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Marine Corps	`E892`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Marine Corps Forces Special Operations Command Marine Corps Forces Special Operations Command (MARSOC) is the U.S. Marine Corps component of U.S. Special Operations Command, responsible for providing elite, expeditionary special operations forces for worldwide missions.	`E8489`	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: Marine Corps Forces Special Operations Command | Statement: [United States Marine Corps, hasComponent, Marine Corps Forces Special Operations Command]

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

Target entity: Marine Corps Forces Special Operations Command
Context triple: [United States Marine Corps, hasComponent, Marine Corps Forces Special Operations Command]

A. Marine Corps Combat Development Command
Marine Corps Combat Development Command is the U.S. Marine Corps organization responsible for developing doctrine, training, concepts, and capabilities to prepare Marines for future combat operations.
B. U.S. Army Special Operations Command
The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
C. United States Marine Corps Forces, Pacific
United States Marine Corps Forces, Pacific is the Marine Corps’ largest operational command, responsible for organizing, training, and deploying Marine forces across the Indo-Pacific region.
D. Marine Corps Recruiting Command
Marine Corps Recruiting Command is the United States Marine Corps organization responsible for enlisting and accessing new Marines into the service.
E. United States Marine Corps
The United States Marine Corps is an elite branch of the U.S. Armed Forces specializing in rapid-response amphibious and expeditionary warfare on land, sea, and air.
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: Marine Corps Forces Special Operations Command
Triple: [United States Marine Corps, hasComponent, Marine Corps Forces Special Operations Command]

Generated description

Marine Corps Forces Special Operations Command (MARSOC) is the U.S. Marine Corps component of U.S. Special Operations Command, responsible for providing elite, expeditionary special operations forces for worldwide missions.

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

Target entity: Marine Corps Forces Special Operations Command
Target entity description: Marine Corps Forces Special Operations Command (MARSOC) is the U.S. Marine Corps component of U.S. Special Operations Command, responsible for providing elite, expeditionary special operations forces for worldwide missions.

A. Marine Corps Combat Development Command
Marine Corps Combat Development Command is the U.S. Marine Corps organization responsible for developing doctrine, training, concepts, and capabilities to prepare Marines for future combat operations.
B. U.S. Army Special Operations Command
The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
C. United States Marine Corps Forces, Pacific
United States Marine Corps Forces, Pacific is the Marine Corps’ largest operational command, responsible for organizing, training, and deploying Marine forces across the Indo-Pacific region.
D. Marine Corps Recruiting Command
Marine Corps Recruiting Command is the United States Marine Corps organization responsible for enlisting and accessing new Marines into the service.
E. United States Marine Corps
The United States Marine Corps is an elite branch of the U.S. Armed Forces specializing in rapid-response amphibious and expeditionary warfare on land, sea, and air.
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_69a247a8f6c08190bac804906d62ed5a`	completed	Feb. 28, 2026, 1:40 a.m.
NER	Named-entity recognition	`batch_69a24af153b08190b0875b86d591d473`	completed	Feb. 28, 2026, 1:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2623cc3648190b2d86352406125e9`	completed	Feb. 28, 2026, 3:34 a.m.
NEDg	Description generation	`batch_69a262ef9e44819094790f68d3862c5a`	completed	Feb. 28, 2026, 3:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2634b24d08190b4869d235516c2ab`	completed	Feb. 28, 2026, 3:38 a.m.

Created at: Feb. 28, 2026, 1:46 a.m.