Triple

T1707393

Position	Surface form	Disambiguated ID	Type / Status
Subject	NATO military doctrine	`E36901`	entity
Predicate	isDocumentedIn	`P519`	FINISHED
Object	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.	`E195529`	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: AJP-3 Allied Joint Doctrine for the Conduct of Operations | Statement: [NATO military doctrine, isDocumentedIn, AJP-3 Allied Joint Doctrine for the Conduct of Operations]

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

Target entity: AJP-3 Allied Joint Doctrine for the Conduct of Operations
Context triple: [NATO military doctrine, isDocumentedIn, AJP-3 Allied Joint Doctrine for the Conduct of Operations]

A. AJP-01 Allied Joint Doctrine
AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
B. AJP-3.10 Allied Joint Doctrine for Information Operations
AJP-3.10 Allied Joint Doctrine for Information Operations is a NATO publication that provides overarching principles, guidance, and procedures for planning and conducting information operations in allied joint military campaigns.
C. AJP-3.1 Allied Joint Maritime Operations
AJP-3.1 Allied Joint Maritime Operations is a NATO doctrinal publication that provides the overarching principles, procedures, and guidance for planning and conducting joint and combined maritime operations among Allied forces.
D. AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security
AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security is a NATO publication that sets common principles, procedures, and guidance for intelligence, counter-intelligence, and security support to allied military operations.
E. AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
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: AJP-3 Allied Joint Doctrine for the Conduct of Operations
Triple: [NATO military doctrine, isDocumentedIn, AJP-3 Allied Joint Doctrine for the Conduct of Operations]

Generated description

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.

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

Target entity: AJP-3 Allied Joint Doctrine for the Conduct of Operations
Target entity description: 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.

A. AJP-01 Allied Joint Doctrine
AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
B. AJP-3.10 Allied Joint Doctrine for Information Operations
AJP-3.10 Allied Joint Doctrine for Information Operations is a NATO publication that provides overarching principles, guidance, and procedures for planning and conducting information operations in allied joint military campaigns.
C. AJP-3.1 Allied Joint Maritime Operations
AJP-3.1 Allied Joint Maritime Operations is a NATO doctrinal publication that provides the overarching principles, procedures, and guidance for planning and conducting joint and combined maritime operations among Allied forces.
D. AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security
AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security is a NATO publication that sets common principles, procedures, and guidance for intelligence, counter-intelligence, and security support to allied military operations.
E. AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
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_69a88617439c819094ffb5d16a0f6307`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa62f6fc9c8190b61cc9872cc2adc0`	completed	March 6, 2026, 5:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ada0cf5a3481908434c725e85360a2`	completed	March 8, 2026, 4:16 p.m.
NEDg	Description generation	`batch_69ada1a2122481909c7a3470e090af17`	completed	March 8, 2026, 4:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69ada23515d08190833ad1a35bb7a265`	completed	March 8, 2026, 4:22 p.m.

Created at: March 4, 2026, 7:30 p.m.