Triple

T408871

Position	Surface form	Disambiguated ID	Type / Status
Subject	II Marine Expeditionary Force	`E9442`	entity
Predicate	partOf	`P40`	FINISHED
Object	U.S. Marine Corps Forces Command U.S. Marine Corps Forces Command is a major Marine Corps headquarters responsible for providing, training, and equipping Marine forces for deployment and support to combatant commanders worldwide.	`E51915`	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: U.S. Marine Corps Forces Command | Statement: [II Marine Expeditionary Force, partOf, U.S. Marine Corps Forces Command]

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

Target entity: U.S. Marine Corps Forces Command
Context triple: [II Marine Expeditionary Force, partOf, U.S. Marine Corps Forces Command]

A. 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.
B. I Marine Expeditionary Force
I Marine Expeditionary Force is a major U.S. Marine Corps warfighting organization based in California, capable of rapidly deploying large, combined-arms forces for global operations.
C. 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.
D. Marine Corps Logistics Command
Marine Corps Logistics Command is the U.S. Marine Corps organization responsible for providing global logistics, supply, maintenance, and sustainment support to Marine operating forces.
E. III Marine Expeditionary Force
III Marine Expeditionary Force is a forward-deployed, Pacific-focused Marine Air-Ground Task Force responsible for rapid crisis response, deterrence, and combat operations in support of U.S. and allied interests in the Indo-Pacific region.
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: U.S. Marine Corps Forces Command
Triple: [II Marine Expeditionary Force, partOf, U.S. Marine Corps Forces Command]

Generated description

U.S. Marine Corps Forces Command is a major Marine Corps headquarters responsible for providing, training, and equipping Marine forces for deployment and support to combatant commanders worldwide.

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

Target entity: U.S. Marine Corps Forces Command
Target entity description: U.S. Marine Corps Forces Command is a major Marine Corps headquarters responsible for providing, training, and equipping Marine forces for deployment and support to combatant commanders worldwide.

A. 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.
B. I Marine Expeditionary Force
I Marine Expeditionary Force is a major U.S. Marine Corps warfighting organization based in California, capable of rapidly deploying large, combined-arms forces for global operations.
C. 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.
D. Marine Corps Logistics Command
Marine Corps Logistics Command is the U.S. Marine Corps organization responsible for providing global logistics, supply, maintenance, and sustainment support to Marine operating forces.
E. III Marine Expeditionary Force
III Marine Expeditionary Force is a forward-deployed, Pacific-focused Marine Air-Ground Task Force responsible for rapid crisis response, deterrence, and combat operations in support of U.S. and allied interests in the Indo-Pacific region.
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_69a2e80111fc8190961d5b7c6154123f`	completed	Feb. 28, 2026, 1:05 p.m.
NER	Named-entity recognition	`batch_69a2ecbf0650819080753815ca280eec`	completed	Feb. 28, 2026, 1:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a41777d794819099a07555ad2defe2`	completed	March 1, 2026, 10:39 a.m.
NEDg	Description generation	`batch_69a418da55088190935babe9abae5ac4`	completed	March 1, 2026, 10:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69a4196334948190a1f6004b1a292550`	completed	March 1, 2026, 10:48 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.