Triple

T11582604

Position	Surface form	Disambiguated ID	Type / Status
Subject	3rd Battalion, 8th Marines	`E274664`	entity
Predicate	usesDoctrine	`P4473`	FINISHED
Object	Marine Corps Operating Concepts Marine Corps Operating Concepts is a doctrinal publication that outlines how the U.S. Marine Corps plans, organizes, and conducts operations across the range of military missions.	`E935927`	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 Operating Concepts | Statement: [3rd Battalion, 8th Marines, usesDoctrine, Marine Corps Operating Concepts]

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

Target entity: Marine Corps Operating Concepts
Context triple: [3rd Battalion, 8th Marines, usesDoctrine, Marine Corps Operating Concepts]

A. Marine Corps Doctrinal Publication 1
Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
B. Marine Corps directives system
The Marine Corps directives system is the formal framework through which the United States Marine Corps issues, organizes, and manages its official policies, orders, and regulations.
C. Marine Corps leadership principles
Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
D. Marine Corps Warfighting Publication 3-40.7
Marine Corps Warfighting Publication 3-40.7 is an official United States Marine Corps doctrinal manual that provides guidance on the organization, employment, and operations of a Marine expeditionary force.
E. Marine Corps leadership publications
Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
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 Operating Concepts
Triple: [3rd Battalion, 8th Marines, usesDoctrine, Marine Corps Operating Concepts]

Generated description

Marine Corps Operating Concepts is a doctrinal publication that outlines how the U.S. Marine Corps plans, organizes, and conducts operations across the range of military missions.

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

Target entity: Marine Corps Operating Concepts
Target entity description: Marine Corps Operating Concepts is a doctrinal publication that outlines how the U.S. Marine Corps plans, organizes, and conducts operations across the range of military missions.

A. Marine Corps Doctrinal Publication 1
Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
B. Marine Corps directives system
The Marine Corps directives system is the formal framework through which the United States Marine Corps issues, organizes, and manages its official policies, orders, and regulations.
C. Marine Corps leadership principles
Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
D. Marine Corps Warfighting Publication 3-40.7
Marine Corps Warfighting Publication 3-40.7 is an official United States Marine Corps doctrinal manual that provides guidance on the organization, employment, and operations of a Marine expeditionary force.
E. Marine Corps leadership publications
Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
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_69d6aae6b14c81908dc5a74bad7591f9`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8904db5748190ae5f10ae86ccdf46`	completed	April 10, 2026, 5:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e8a78d80448190a93ca0ebfbd7e3a4`	completed	April 22, 2026, 10:48 a.m.
NEDg	Description generation	`batch_69e8af93e07c8190aecb040cac6db146`	completed	April 22, 2026, 11:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69ee5b254a2081909cba97a6ecb10601`	completed	April 26, 2026, 6:36 p.m.

Created at: April 8, 2026, 9:38 p.m.