Triple

T5978809

Position	Surface form	Disambiguated ID	Type / Status
Subject	Army space operations	`E133067`	entity
Predicate	doctrineSource	`P11295`	FINISHED
Object	Army Doctrine Publication 3-14 Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.	`E558476`	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: Army Doctrine Publication 3-14 | Statement: [Army space operations, doctrineSource, Army Doctrine Publication 3-14]

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

Target entity: Army Doctrine Publication 3-14
Context triple: [Army space operations, doctrineSource, Army Doctrine Publication 3-14]

A. Army Doctrine Publication 6-22
Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
B. Army Pamphlet 670-1
Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
C. Army Regulation 135-18
Army Regulation 135-18 is the U.S. Army policy document that establishes the organization, management, and personnel policies for the Active Guard and Reserve (AGR) program.
D. AJP-3 Allied Joint Doctrine for the Conduct of Operations
AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
E. 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.
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: Army Doctrine Publication 3-14
Triple: [Army space operations, doctrineSource, Army Doctrine Publication 3-14]

Generated description

Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.

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

Target entity: Army Doctrine Publication 3-14
Target entity description: Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.

A. Army Doctrine Publication 6-22
Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
B. Army Pamphlet 670-1
Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
C. Army Regulation 135-18
Army Regulation 135-18 is the U.S. Army policy document that establishes the organization, management, and personnel policies for the Active Guard and Reserve (AGR) program.
D. AJP-3 Allied Joint Doctrine for the Conduct of Operations
AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
E. 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.
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_69c0086f45e8819098f73dd16d45ec9d`	completed	March 22, 2026, 3:19 p.m.
NER	Named-entity recognition	`batch_69c04a3e686c81908910c0881ac1624d`	completed	March 22, 2026, 7:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0e41d23848190bc7835eb6313b6a5`	completed	March 23, 2026, 6:56 a.m.
NEDg	Description generation	`batch_69c0e6b43d008190b4a1653fe7a07dc9`	completed	March 23, 2026, 7:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0eaafaf7c8190875bf892765664f1`	completed	March 23, 2026, 7:24 a.m.

Created at: March 22, 2026, 4:04 p.m.