Triple

T8234104

Position	Surface form	Disambiguated ID	Type / Status
Subject	AJP-3.1 Allied Joint Maritime Operations	`E192361`	entity
Predicate	intendedFor	`P98`	FINISHED
Object	NATO joint force staffs NATO joint force staffs are multinational military headquarters elements responsible for planning, coordinating, and directing joint operations on behalf of the North Atlantic Treaty Organization.	`E720690`	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: NATO joint force staffs | Statement: [AJP-3.1 Allied Joint Maritime Operations, intendedFor, NATO joint force staffs]

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

Target entity: NATO joint force staffs
Context triple: [AJP-3.1 Allied Joint Maritime Operations, intendedFor, NATO joint force staffs]

A. NATO International Military Staff
The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
B. NATO Special Operations Headquarters
NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
C. NATO Land Command
NATO Land Command is NATO’s headquarters responsible for overseeing and coordinating the alliance’s land forces and land operations.
D. Joint Forces Command
Joint Forces Command was a former United States military command responsible for overseeing joint training, doctrine development, and force integration across the armed services.
E. NATO International Staff
The NATO International Staff is the civilian body at NATO Headquarters that supports the North Atlantic Council and other decision-making committees by providing policy advice, coordination, and administrative support to the Alliance.
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: NATO joint force staffs
Triple: [AJP-3.1 Allied Joint Maritime Operations, intendedFor, NATO joint force staffs]

Generated description

NATO joint force staffs are multinational military headquarters elements responsible for planning, coordinating, and directing joint operations on behalf of the North Atlantic Treaty Organization.

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

Target entity: NATO joint force staffs
Target entity description: NATO joint force staffs are multinational military headquarters elements responsible for planning, coordinating, and directing joint operations on behalf of the North Atlantic Treaty Organization.

A. NATO International Military Staff
The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
B. NATO Special Operations Headquarters
NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
C. NATO Land Command
NATO Land Command is NATO’s headquarters responsible for overseeing and coordinating the alliance’s land forces and land operations.
D. Joint Forces Command
Joint Forces Command was a former United States military command responsible for overseeing joint training, doctrine development, and force integration across the armed services.
E. NATO International Staff
The NATO International Staff is the civilian body at NATO Headquarters that supports the North Atlantic Council and other decision-making committees by providing policy advice, coordination, and administrative support to the Alliance.
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_69ca82db5b90819085d1ad7c2e27bfcc`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cb782792a48190a34b0abfcc92064b`	completed	March 31, 2026, 7:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cd34f0a770819089520e689ca9937a`	completed	April 1, 2026, 3:08 p.m.
NEDg	Description generation	`batch_69cd37a290508190b598f96220056041`	completed	April 1, 2026, 3:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69cd4eb519608190b5d0f534170214b5`	completed	April 1, 2026, 4:58 p.m.

Created at: March 30, 2026, 5:46 p.m.