Triple

T450543

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps Combat Development Command	`E7116`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Marine Corps Warfighting Laboratory The Marine Corps Warfighting Laboratory is a U.S. Marine Corps organization that experiments with and develops new concepts, technologies, and tactics to enhance future warfighting capabilities.	`E56968`	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 Warfighting Laboratory | Statement: [Marine Corps Combat Development Command, hasComponent, Marine Corps Warfighting Laboratory]

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

Target entity: Marine Corps Warfighting Laboratory
Context triple: [Marine Corps Combat Development Command, hasComponent, Marine Corps Warfighting Laboratory]

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. Marine Corps Systems Command
Marine Corps Systems Command is the United States Marine Corps’ acquisition and lifecycle management organization responsible for developing, procuring, and sustaining the Corps’ weapons systems and equipment.
C. Marine Corps Intelligence Activity
The Marine Corps Intelligence Activity is a U.S. military intelligence organization that provides specialized intelligence support to the United States Marine Corps and contributes to national-level intelligence efforts.
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. U.S. Army Maneuver Center of Excellence
The U.S. Army Maneuver Center of Excellence is a major training and doctrine hub at Fort Moore, Georgia, responsible for developing and integrating infantry, armor, and maneuver warfare capabilities for the Army.
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 Warfighting Laboratory
Triple: [Marine Corps Combat Development Command, hasComponent, Marine Corps Warfighting Laboratory]

Generated description

The Marine Corps Warfighting Laboratory is a U.S. Marine Corps organization that experiments with and develops new concepts, technologies, and tactics to enhance future warfighting capabilities.

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

Target entity: Marine Corps Warfighting Laboratory
Target entity description: The Marine Corps Warfighting Laboratory is a U.S. Marine Corps organization that experiments with and develops new concepts, technologies, and tactics to enhance future warfighting capabilities.

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. Marine Corps Systems Command
Marine Corps Systems Command is the United States Marine Corps’ acquisition and lifecycle management organization responsible for developing, procuring, and sustaining the Corps’ weapons systems and equipment.
C. Marine Corps Intelligence Activity
The Marine Corps Intelligence Activity is a U.S. military intelligence organization that provides specialized intelligence support to the United States Marine Corps and contributes to national-level intelligence efforts.
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. U.S. Army Maneuver Center of Excellence
The U.S. Army Maneuver Center of Excellence is a major training and doctrine hub at Fort Moore, Georgia, responsible for developing and integrating infantry, armor, and maneuver warfare capabilities for the Army.
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_69a2e7e4676c81909ea0dbdecac0687c`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ef691cc8819091729eaac52c9457`	completed	Feb. 28, 2026, 1:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a44cb9efc48190a161980e5506e5c8`	completed	March 1, 2026, 2:27 p.m.
NEDg	Description generation	`batch_69a44d3af80081908fe11a4f873ee7a9`	completed	March 1, 2026, 2:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69a44da8ae788190b8e1694f534043d4`	completed	March 1, 2026, 2:31 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.