Triple

T45524

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Marine Corps	`E892`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	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.	`E9854`	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: III Marine Expeditionary Force | Statement: [United States Marine Corps, hasComponent, III Marine Expeditionary Force]

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

Target entity: III Marine Expeditionary Force
Context triple: [United States Marine Corps, hasComponent, III Marine Expeditionary Force]

A. II Marine Expeditionary Force
II Marine Expeditionary Force is a major U.S. Marine Corps warfighting organization based on the East Coast that provides rapidly deployable, air-ground-logistics forces for global operations.
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. 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 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.
E. 1st Marine Division (United States)
The 1st Marine Division (United States) is a storied infantry division of the U.S. Marine Corps renowned for its pivotal combat role in major conflicts from World War II through the present.
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: III Marine Expeditionary Force
Triple: [United States Marine Corps, hasComponent, III Marine Expeditionary Force]

Generated description

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.

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

Target entity: III Marine Expeditionary Force
Target entity description: 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.

A. II Marine Expeditionary Force
II Marine Expeditionary Force is a major U.S. Marine Corps warfighting organization based on the East Coast that provides rapidly deployable, air-ground-logistics forces for global operations.
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. 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 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.
E. 1st Marine Division (United States)
The 1st Marine Division (United States) is a storied infantry division of the U.S. Marine Corps renowned for its pivotal combat role in major conflicts from World War II through the present.
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_69a26c17a9888190b8222d661165bd9f`	completed	Feb. 28, 2026, 4:16 a.m.
NEDg	Description generation	`batch_69a26d277ea881908612b8d07ace7e63`	completed	Feb. 28, 2026, 4:20 a.m.
NED2	Entity disambiguation (via description)	`batch_69a27148b83081908ee3f8479f63ac06`	completed	Feb. 28, 2026, 4:38 a.m.

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