Triple

T9413551

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States military doctrine	`E226760`	entity
Predicate	codifiedIn	`P775`	FINISHED
Object	Joint Publication 3-0 Joint Operations Joint Publication 3-0 Joint Operations is a key U.S. joint doctrine manual that provides overarching principles and guidance for planning, executing, and assessing military operations involving multiple service branches.	`E797504`	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: Joint Publication 3-0 Joint Operations | Statement: [United States military doctrine, codifiedIn, Joint Publication 3-0 Joint Operations]

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

Target entity: Joint Publication 3-0 Joint Operations
Context triple: [United States military doctrine, codifiedIn, Joint Publication 3-0 Joint Operations]

A. 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.
B. AJP-3.2 Allied Joint Doctrine for Land Operations
AJP-3.2 Allied Joint Doctrine for Land Operations is a NATO publication that provides the overarching principles, concepts, and guidance for planning and conducting multinational land operations within the Alliance.
C. AJP-5 Allied Joint Doctrine for Operational-Level Planning
AJP-5 Allied Joint Doctrine for Operational-Level Planning is a NATO publication that provides the overarching principles, processes, and guidance for planning and conducting joint operations at the operational level.
D. AJP-3.9 Allied Joint Doctrine for Civil-Military Cooperation
AJP-3.9 Allied Joint Doctrine for Civil-Military Cooperation is a NATO publication that sets out the principles, structures, and procedures for coordinating and integrating military and civilian efforts in joint operations.
E. AJP-3.3 Allied Joint Doctrine for Air and Space Operations
AJP-3.3 Allied Joint Doctrine for Air and Space Operations is a NATO publication that provides the overarching principles, concepts, and guidance for planning and conducting joint air and space operations among Allied forces.
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: Joint Publication 3-0 Joint Operations
Triple: [United States military doctrine, codifiedIn, Joint Publication 3-0 Joint Operations]

Generated description

Joint Publication 3-0 Joint Operations is a key U.S. joint doctrine manual that provides overarching principles and guidance for planning, executing, and assessing military operations involving multiple service branches.

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

Target entity: Joint Publication 3-0 Joint Operations
Target entity description: Joint Publication 3-0 Joint Operations is a key U.S. joint doctrine manual that provides overarching principles and guidance for planning, executing, and assessing military operations involving multiple service branches.

A. 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.
B. AJP-3.2 Allied Joint Doctrine for Land Operations
AJP-3.2 Allied Joint Doctrine for Land Operations is a NATO publication that provides the overarching principles, concepts, and guidance for planning and conducting multinational land operations within the Alliance.
C. AJP-5 Allied Joint Doctrine for Operational-Level Planning
AJP-5 Allied Joint Doctrine for Operational-Level Planning is a NATO publication that provides the overarching principles, processes, and guidance for planning and conducting joint operations at the operational level.
D. AJP-3.9 Allied Joint Doctrine for Civil-Military Cooperation
AJP-3.9 Allied Joint Doctrine for Civil-Military Cooperation is a NATO publication that sets out the principles, structures, and procedures for coordinating and integrating military and civilian efforts in joint operations.
E. AJP-3.3 Allied Joint Doctrine for Air and Space Operations
AJP-3.3 Allied Joint Doctrine for Air and Space Operations is a NATO publication that provides the overarching principles, concepts, and guidance for planning and conducting joint air and space operations among Allied forces.
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_69ca843280488190bc65600e843ef9e6`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd68c680e48190be82e3829e8711f0`	completed	April 1, 2026, 6:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d107b63cf48190a072e3434a7b85a8`	completed	April 4, 2026, 12:44 p.m.
NEDg	Description generation	`batch_69d108466fb481909682fcaac354b312`	completed	April 4, 2026, 12:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69d108be82888190b0ec08119cd00b68`	completed	April 4, 2026, 12:49 p.m.

Created at: March 30, 2026, 7:47 p.m.