Triple

T4057411

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps component commands	`E84726`	entity
Predicate	example	`P1259`	FINISHED
Object	U.S. Marine Corps Forces, Central Command U.S. Marine Corps Forces, Central Command is the Marine Corps service component responsible for providing and coordinating Marine forces in support of U.S. Central Command operations across the Middle East and Central Asia.	`E410849`	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, Central Command | Statement: [Marine Corps component commands, example, U.S. Marine Corps Forces, Central Command]

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

Target entity: U.S. Marine Corps Forces, Central Command
Context triple: [Marine Corps component commands, example, U.S. Marine Corps Forces, Central Command]

A. 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.
B. Marine Corps Forces Strategic Command (MARFORSTRAT)
Marine Corps Forces Strategic Command (MARFORSTRAT) is a U.S. Marine Corps component that provides Marine forces and expertise in support of U.S. Strategic Command’s global missions, including strategic deterrence and defense planning.
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. United States Marine Corps Forces Africa
United States Marine Corps Forces Africa is the Marine Corps service component responsible for providing and coordinating Marine air-ground task forces in support of U.S. military operations and security cooperation across the African continent.
E. United States Naval Forces Central Command
United States Naval Forces Central Command is the U.S. Navy component of U.S. Central Command, responsible for naval operations and maritime security in the Middle East and surrounding regions.
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, Central Command
Triple: [Marine Corps component commands, example, U.S. Marine Corps Forces, Central Command]

Generated description

U.S. Marine Corps Forces, Central Command is the Marine Corps service component responsible for providing and coordinating Marine forces in support of U.S. Central Command operations across the Middle East and Central Asia.

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

Target entity: U.S. Marine Corps Forces, Central Command
Target entity description: U.S. Marine Corps Forces, Central Command is the Marine Corps service component responsible for providing and coordinating Marine forces in support of U.S. Central Command operations across the Middle East and Central Asia.

A. 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.
B. Marine Corps Forces Strategic Command (MARFORSTRAT)
Marine Corps Forces Strategic Command (MARFORSTRAT) is a U.S. Marine Corps component that provides Marine forces and expertise in support of U.S. Strategic Command’s global missions, including strategic deterrence and defense planning.
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. United States Marine Corps Forces Africa
United States Marine Corps Forces Africa is the Marine Corps service component responsible for providing and coordinating Marine air-ground task forces in support of U.S. military operations and security cooperation across the African continent.
E. United States Naval Forces Central Command
United States Naval Forces Central Command is the U.S. Navy component of U.S. Central Command, responsible for naval operations and maritime security in the Middle East and surrounding regions.
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_69aed933bec881909edfa28ebb69c634`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefbaefcb081908aab3963dcd61a20`	completed	March 9, 2026, 4:56 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b562a390e4819095cc06f15f6da3b8`	completed	March 14, 2026, 1:29 p.m.
NEDg	Description generation	`batch_69b5637cd5b881909a930ecb33eed991`	completed	March 14, 2026, 1:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69b564603b4881909e80970aa21e3db4`	completed	March 14, 2026, 1:36 p.m.

Created at: March 9, 2026, 3:38 p.m.